Monthly close workflow
Match bank, ledger, receivable, and payable records. Flag duplicates, missing support, and unusual balances. Prepare reconciliation schedules, close checklists, and proposed adjustments for your accounting team to approve.
Workflow implementation for businesses
One recurring task.
A practical implementation.
We connect intake, document checks, and reporting to your actual systems, with review rules and exception handling your team can use. Start with one process, not a package of AI roles.
First we assess fit. An existing feature or a general AI tool may be sufficient. When implementation is needed, the quote defines the connections, deliverables, tests, training, and handoff. Ongoing support is scoped separately.
Business projects are quoted separately. The municipal starting price does not define a business project’s scope or price.
The examples below are illustrative possibilities, not customer results or ready made products. Availability depends on your systems, permissions, data, and an agreed scope.
How we build and work with your team →
← All industriesPublic sectorResident requests, council support, and public works
Public sector
Practical workflows for public service.
Municipalities
Our municipal work is geared toward small towns and villages where the manager, clerk, and department leads wear several hats. We build affordable workflows around their daily workload, starting with a direct meeting with the town or village manager to define one useful project and a budget that fits.
- Resident service workflow: Organize emails and forms, identify possible duplicate requests, and prepare staff assignments and resident updates.
- Town manager briefing workflow: Prepare a weekly view of open requests, department updates, upcoming deadlines, and items awaiting a decision.
- Clerk and council support workflow: Collect packet materials, draft summaries, and track meeting action items for clerk review.
- Public works and stormwater workflow: Connect drainage complaints, field photos, and maintenance records for staff follow up.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Resident service workflowThree residents report the same blocked drain.
- Business value
- Give the service desk one accountable issue to track instead of several disconnected messages.
- Connected records
- Resident messages, location details, service categories, and the current request register.
- Proposed preparation
- Read the approved inbox, compare locations and times, and flag the reports as possible duplicates.
- What your team receives
- A linked issue summary, a proposed department assignment, and draft acknowledgments.
- Your decision
- Staff confirm the location, urgency, assignment, and outbound messages.
Briefing and council support workflowThe manager needs a Friday status brief before a council meeting.
- Business value
- Put unresolved actions and missing department updates in front of the manager before the meeting.
- Connected records
- Department reports, action registers, packet deadlines, and approved meeting materials.
- Proposed preparation
- Collect approved department updates, link open actions to their source records, and identify missing updates.
- What your team receives
- A draft brief listing decisions needed, overdue actions, and unresolved questions.
- Your decision
- The manager and clerk check accuracy and approve meeting materials.
Facilities and stormwater workflowA field note and a resident photo describe recurring ponding.
- Business value
- Keep field observations connected to the asset and its repair history.
- Connected records
- Asset register, inspection notes, work orders, dated photos, and resident reports.
- Proposed preparation
- Connect the location to authorized asset records and earlier work orders; identify missing observations.
- What your team receives
- A draft inspection task and a maintenance history brief.
- Your decision
- Public works verifies conditions and determines any response or repair.
Agriculture and ranchingField notes, equipment, and farm office tasks
Agriculture and ranching
Workflows for the field, the shop, and the farm office.
Affordable custom workflows for independent growers, ranches, and agricultural service businesses. Put field notes, equipment records, and approved imagery to work in a repeatable process.
- Field monitoring workflow: Compare irrigation readings, weather, scouting notes, and approved imagery to flag areas for a field check.
- Equipment service workflow: Turn operator notes into maintenance reminders and draft work orders for review.
- Farm office workflow: Match supplier invoices to purchase orders and delivery receipts; flag missing support.
- Ranch records workflow: Organize pasture observations, fence and water checks, and livestock records into a weekly task list.
A possible first scope
Begin with one crop, equipment group, or weekly farm report. For example, turn sugarcane or citrus field notes into a supervisor brief with open tasks and source records.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Field monitoring workflowOne block shows an unusual irrigation reading after rainfall.
- Business value
- Direct the supervisor's attention to unusual field readings with enough context to plan a check.
- Connected records
- Irrigation measurements, weather records, field boundaries, and dated scouting notes.
- Proposed preparation
- Compare time aligned readings with weather, field notes, and the grower’s agreed thresholds.
- What your team receives
- An exception brief with supporting readings and a suggested field check.
- Your decision
- The grower or agronomist confirms the condition and decides whether to change irrigation.
Equipment service workflowAn operator reports a recurring vibration on a harvester.
- Business value
- Give the mechanic a complete starting record and keep repeat faults visible.
- Connected records
- Machine identifiers, operator notes, service history, and approved equipment manuals.
- Proposed preparation
- Locate the machine record, service history, and relevant approved manual sections; list missing details.
- What your team receives
- A draft maintenance ticket with the operator’s original note attached.
- Your decision
- The mechanic diagnoses the issue and approves work and parts.
Farm office workflowA supplier invoice lists more delivered material than the receipt.
- Business value
- Make quantity and price differences visible before a supplier invoice reaches payment review.
- Connected records
- Supplier invoice, purchase order, delivery ticket, and approved purchasing tolerances.
- Proposed preparation
- Match the invoice, purchase order, and receiving record; flag the quantity difference.
- What your team receives
- A reconciliation exception and a draft question for the supplier.
- Your decision
- Office staff resolve the discrepancy before payment.
Ranch records workflowA pasture check identifies a leaking trough and damaged fencing.
- Business value
- Turn scattered pasture observations into assigned work that remains visible until checked.
- Connected records
- Pasture maps, fence and water inspection notes, livestock records, and open maintenance tasks.
- Proposed preparation
- Extract locations and observations from approved notes and photos; compare them with open tasks.
- What your team receives
- A weekly pasture task list with duplicate issues linked.
- Your decision
- The ranch manager confirms priorities and assigns field work.
Wildlife and conservationObservation review, habitat records, and grant reporting
Wildlife and conservation
More capacity for the people protecting the habitat.
Develop practical workflows for small environmental firms, land managers, wildlife organizations, and conservation nonprofits. Keep the first project affordable by focusing on one survey, property, or reporting cycle.
- Wildlife observation workflow: Sort camera and field records, flag possible sightings, and prepare a review queue for trained staff.
- Invasive species workflow: Organize suspected sightings and locations, then track field verification and follow up.
- Habitat reporting workflow: Combine survey notes, restoration work, and approved imagery into draft progress reports.
- Grant reporting workflow: Assemble activity logs, costs, and supporting evidence for staff to review against grant requirements.
A possible first scope
Turn a folder of field notes and photos into a weekly habitat report. Biologists verify findings, and sensitive species locations remain restricted.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Wildlife observation workflowA new camera folder contains thousands of images.
- Business value
- Concentrate expert review on relevant observations while retaining the original evidence.
- Connected records
- Authorized camera folders, capture dates, survey locations, and the approved classification model.
- Proposed preparation
- Call an approved image classifier, group candidate sightings, and route uncertain images for review.
- What your team receives
- A review queue with image links, timestamps, and model confidence where available.
- Your decision
- Trained staff verify species; sensitive locations remain restricted.
Invasive species workflowA field volunteer submits a geotagged photo of an unfamiliar plant.
- Business value
- Keep an unverified observation distinct from a confirmed finding and a treatment decision.
- Connected records
- Field submission, location and date, earlier sightings, and approved identification references.
- Proposed preparation
- Check the record for location and date, retrieve approved identification guidance, and compare prior reports.
- What your team receives
- A suspected sighting record and a field verification task.
- Your decision
- A qualified reviewer identifies the species and approves any treatment.
Habitat reporting workflowA restoration team needs a monthly progress report.
- Business value
- Make recurring habitat reports traceable to the work and observations recorded at each site.
- Connected records
- Survey forms, dated photographs, restoration logs, and the reporting template.
- Proposed preparation
- Organize dated photos, survey notes, and completed work by site; flag gaps and incomparable observations.
- What your team receives
- A draft report separating documented work from changes needing verification.
- Your decision
- The land manager verifies conclusions and approves publication.
Grant reporting workflowA conservation grant requires activity and cost documentation.
- Business value
- Give program staff a clear view of reporting gaps before the submission deadline.
- Connected records
- Grant requirements, activity logs, approved expenses, receipts, and monitoring records.
- Proposed preparation
- Match the agreed reporting fields to approved logs, receipts, and monitoring records.
- What your team receives
- A draft evidence index and a missing document list.
- Your decision
- Program and finance staff approve reported outcomes and costs.
Construction and tradesDispatch, project paperwork, billing, and closeout
Construction and trade businesses
Workflows that connect the jobsite to the office.
Custom workflows for roofing companies, contractors, and specialty trades. Start affordably with one administrative task, then connect estimating, field operations, and finance as the business grows.
- Service intake workflow: Extract site details and reported issues from emails and photos; draft a dispatch brief.
- Project documentation workflow: Organize daily reports, submittals, RFIs, and change documentation for the project manager.
- Billing support workflow: Match completed work, approved changes, and invoices to flag possible missed billing.
- Closeout workflow: Track warranties, inspection records, and missing documents for each job.
A possible first scope
Build a service intake workflow for one shared inbox. Give the dispatcher a consistent job summary and a list of missing details to confirm.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Service intake workflowA customer emails photos of a roof leak without an access contact.
- Business value
- Move an incomplete enquiry toward a dispatch ready job without repeatedly retyping customer details.
- Connected records
- Service inbox, submitted photos, customer history, service area, and dispatch checklist.
- Proposed preparation
- Extract the site and reported issue, find the existing customer record, and identify missing access details.
- What your team receives
- A draft dispatch brief and a request for the missing information.
- Your decision
- The dispatcher confirms priority, access, and the site visit.
Project documentation workflowA proposed material appears inconsistent with the project specification.
- Business value
- Bring the relevant document versions together before the project team resolves a discrepancy.
- Connected records
- Approved specifications, dated submittals, drawing register, and project correspondence.
- Proposed preparation
- Retrieve the relevant approved submittal and specification pages, then compare the stated requirements.
- What your team receives
- A source linked discrepancy summary and draft RFI questions.
- Your decision
- The project manager and qualified design team resolve the issue.
Billing support workflowA completed change appears in field records but not the draft invoice.
- Business value
- Make approved work visible to billing while separating possible omissions from confirmed charges.
- Connected records
- Signed changes, field completion records, job ledger, and draft invoice lines.
- Proposed preparation
- Compare approved changes, completion records, and billing lines using the job number.
- What your team receives
- A potential unbilled item with its supporting records.
- Your decision
- Finance confirms entitlement, amount, and invoice approval.
Closeout workflowA project is complete but the handover folder is missing warranty documents.
- Business value
- Give each missing handover item an owner so closeout does not depend on memory.
- Connected records
- Contract checklist, warranty files, inspection records, and subcontractor document register.
- Proposed preparation
- Compare the folder against the approved closeout checklist and track responsible parties.
- What your team receives
- A closeout register with missing items and draft follow ups.
- Your decision
- The project team validates the final package before delivery.
Estimate follow up workflowAn approved estimate has no recorded reply and the proposed service date is approaching.
- Business value
- Keep open estimates visible without repeatedly checking each inbox or promising an unavailable appointment.
- Connected records
- Estimate register, customer messages, service schedule, and approved follow up rules.
- Proposed preparation
- Check for a reply, cancellation, or booked job; prepare a next step task and a contextual message for review.
- What your team receives
- A follow up queue showing the estimate, last contact, missing answer, and proposed owner.
- Your decision
- Staff confirm the contact history, current price, and any message or booking.
Finance and CFOsReconciliation, reporting, and cash flow scenarios
Finance / SMB and fractional CFOs
Custom finance workflows for your business and CFO practice.
Affordable workflow development for businesses with $500,000 to $100 million in annual revenue, and the fractional CFOs who advise them. Start with one recurring report or finance workflow.
aidefi develops reusable finance workflows that connect approved accounting, banking, sales, payroll, and operating data. Workflows gather records, check for gaps, prepare reporting, and route exceptions to your team. Your CFO gets a clearer view of cash, profit, and the decisions that need attention.
Discuss your finance workflowSix practical workflows across the CFO’s reporting cycle.
We scope the workflows around your systems, reporting obligations, and team. Start with the process consuming the most time, then connect the next.
Financial reporting workflow
Prepare profit and loss, balance sheet, and cash flow reporting by company, department, location, or project. Connect operational KPIs to financial results, with approved account mappings, consolidation rules, and links back to the records.
Cash planning workflow
Build budgets, rolling forecasts, and a 13 week cash outlook. Compare actual results with plan and test hiring, pricing, collections, and supplier payment scenarios. Keep assumptions visible so the CFO can challenge the forecast.
Board and lender reporting workflow
Assemble recurring management reports, investor updates, debt schedules, and covenant calculations using agreed definitions. Draft explanations of changes in revenue, costs, and cash, with unresolved questions clearly marked for review.
Audit preparation workflow
Organize auditor request lists, supporting schedules, invoices, contracts, approvals, and transaction samples. Track missing evidence and preserve versions. Prepare agreed exports for external accountants and tax advisers, so each request has an owner and a source.
Revenue and margin workflow
Compare contracts, completed work, invoices, and payments to surface potentially missed billing. Flag overdue accounts, renewal dates, pricing exceptions, and customer or project margin erosion. Turn verified findings into actions for finance and sales.
A possible first scope
Start with your monthly reporting pack or a weekly receivables summary. For a fractional CFO, pilot one client before reusing the workflow across the practice with separate records and permissions.
For fractional CFO practices
Serve more clients with a repeatable reporting process.
Reuse reporting templates, close calendars, and review steps across your practice while keeping each client’s records, permissions, accounting rules, and approvals separate.
- A practice view of deadlines, missing data, and exceptions.
- Client reports with consistent definitions and business specific KPIs.
- Meeting briefs, action lists, and follow up prepared from approved records.
- Capacity for recurring cash planning, margin analysis, and advisory services.
Measure time per client and review workload before expanding capacity. New advisory revenue depends on client demand, delivery quality, and your pricing.
Built to fit your business
Right sized for the complexity you actually have.
- $500,000 to $5 million
- Cash visibility, collections, a dependable monthly reporting pack, and owner decisions.
- $5 million to $25 million
- Department or project margins, budgets, working capital, and recurring lender reporting.
- $25 million to $100 million
- Multiple entity reporting, intercompany reconciliation, consolidation schedules, and more complex management and audit requests.
These are starting points. Entity structure, transaction volume, and reporting requirements determine the scope.
Make expensive reporting work easier to prepare and review.
The opportunity is to reduce repeated spreadsheet assembly, missing documents, and reconciliation rework. We link figures to supporting records, use checked calculations for financial totals, and route discrepancies to the right reviewer. Your accountants retain accounting judgments and signoff; independent auditors determine their procedures and opinions.
Track reporting hours, close time, correction rates, audit preparation effort, overdue receivables, and verified billing recoveries. Separate recovered staff capacity from cash savings, and include setup, software, and review costs. Audit fee reductions and revenue gains are measured outcomes to test, not promises.
Bring us one recurring reportUse cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Monthly close workflowThe bank statement and ledger do not reconcile.
- Business value
- Focus the close on unexplained differences instead of repeated manual record searches.
- Connected records
- Ledger export, bank statement, invoices, payment references, and matching rules.
- Proposed preparation
- Use checked calculations to match records, locate unmatched entries, and gather supporting documents.
- What your team receives
- A reconciliation schedule and an exception list with proposed explanations.
- Your decision
- The accountant reviews explanations and approves any journal entries.
Financial reporting workflowThe owner needs a monthly report by location.
- Business value
- Prepare a consistent location report with the definitions and supporting records available for review.
- Connected records
- Reconciled balances, approved account mappings, location codes, and reporting definitions.
- Proposed preparation
- Apply approved account mappings to reconciled data and calculate agreed totals outside freeform text generation.
- What your team receives
- A draft reporting pack with source links and missing data clearly identified.
- Your decision
- The CFO verifies totals, classifications, and narrative.
Cash planning workflowPayroll is approaching while several customer invoices are overdue.
- Business value
- Show how delayed collections affect the payment calendar before the team makes a funding decision.
- Connected records
- Current balances, receivables ageing, approved payables, payroll dates, and timing assumptions.
- Proposed preparation
- Assemble balances, approved payables, receivables, and timing assumptions into a cash forecast.
- What your team receives
- A rolling cash view with base and delayed collection scenarios.
- Your decision
- The CFO approves assumptions and decides payment or financing actions.
Board and lender reporting workflowA quarterly reporting package needs updates from several departments.
- Business value
- Keep recurring board and lender reporting organized around the evidence still needed.
- Connected records
- Approved financial statements, supporting schedules, agreed reporting requirements, and department updates.
- Proposed preparation
- Gather approved financials and schedules, check agreed definitions, and flag absent evidence.
- What your team receives
- A draft reporting pack with unresolved questions and supporting calculations.
- Your decision
- Finance leadership approves disclosure and any covenant interpretation.
Audit preparation workflowAn auditor requests support for a sample of transactions.
- Business value
- Reduce repeated document requests by linking each sample to its evidence and review status.
- Connected records
- Auditor request list, transaction identifiers, contracts, approvals, invoices, and payment support.
- Proposed preparation
- Match the sample identifiers to invoices, approvals, contracts, and payment evidence.
- What your team receives
- An indexed evidence folder and a list of missing documents.
- Your decision
- The accounting team checks the response; the auditor controls audit procedures.
Revenue and margin workflowA project’s reported margin falls below the agreed review threshold.
- Business value
- Bring operations and finance to the same source records when a job's margin needs explanation.
- Connected records
- Job revenue, labor and materials costs, approved changes, billing records, and margin definitions.
- Proposed preparation
- Compare approved revenue, labor, materials, billing, and change records; isolate possible differences.
- What your team receives
- A source linked margin exception and questions for operations.
- Your decision
- The CFO validates the cause and chooses any billing or pricing action.
Legal and investigationsSource linked document review and case preparation
Attorneys & investigations
Workflows for small law firms and investigation teams.
aidefi develops affordable research and case preparation workflows for solo attorneys, small law firms, and private investigators. Start with one matter or recurring records task. Workflows organize lawful public source research, authorized case files, and vehicle data so your team can focus on review and strategy.
Public source research workflow
Organize public business records, carrier information, historical weather, maps, and relevant public web material. Record where each item came from, when it was collected, and what still needs verification.
Vehicle evidence workflow
Qualified specialist providers handle supported vehicle data retrieval. aidefi can organize delivered reports and supporting files into a searchable case workflow for counsel and reconstruction experts.
Case chronology workflow
Prepare source linked chronologies, flag conflicting accounts, track missing records, and draft questions for expert review. Preserve original files and distinguish recorded values, witness accounts, and analytical inferences.
A possible first scope
Create a source linked chronology from authorized documents for one matter. Track missing records and conflicting dates for counsel to verify before expanding the workflow.
aidefi provides research and workflow technology. Attorneys direct the matter; investigators and qualified experts verify findings, interpret technical evidence, and form professional opinions.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Public source research workflowCounsel needs a documented company background for a matter.
- Business value
- Make a research finding easy to trace and distinguish a confirmed entity from an uncertain match.
- Connected records
- Counsel's scope, permitted public registers, authorized reference documents, and collection dates.
- Proposed preparation
- Search permitted public records within the agreed scope, record access dates, and separate matches from uncertain identities.
- What your team receives
- A research table with source records and verification questions.
- Your decision
- Counsel or an authorized investigator confirms identity, relevance, and use.
Vehicle evidence workflowA specialist delivers data reports for several vehicles in a collision.
- Business value
- Make specialist evidence easier to locate without substituting software output for expert interpretation.
- Connected records
- Delivered specialist reports, vehicle identifiers, matter index, units, and time references.
- Proposed preparation
- Index the files by vehicle and matter; preserve units and time references and flag missing or conflicting identifiers.
- What your team receives
- An evidence index and questions for the reconstruction expert.
- Your decision
- Qualified experts interpret the technical data; counsel directs the matter.
Case chronology workflowNew records introduce a date that conflicts with a witness account.
- Business value
- Preserve competing accounts and give counsel a traceable chronology to review.
- Connected records
- Authorized case files, witness accounts, correspondence, page references, and existing timeline.
- Proposed preparation
- Extract dated events with page references, compare them with the existing chronology, and preserve both accounts.
- What your team receives
- A draft timeline that explicitly marks the conflict.
- Your decision
- The legal team verifies events and decides what conclusions can be drawn.
Matter intake workflowA new enquiry arrives with missing dates and incomplete party information.
- Business value
- Prepare an orderly first review while keeping acceptance and conflict decisions with the firm.
- Connected records
- Approved intake form, submitted documents, contact record, and firm intake checklist.
- Proposed preparation
- Extract the stated facts, list missing information, and prepare party names for the firm’s conflict check process.
- What your team receives
- An intake brief with source documents, missing details, and a draft acknowledgement.
- Your decision
- An attorney or authorized staff member assesses conflicts, deadlines, representation, and the response.
Marine, cruise, and charterBooking enquiries and operational handoffs
Marine industry
Workflows for cruise lines and charter cruise operators.
aidefi develops workflow software for the teams connecting reservations, guest service, shoreside operations, and vessel support. For smaller cruise businesses and charter operators, start with an affordable workflow around one recurring task, one vessel, or one itinerary.
Cruise line operations
Connect booking systems, guests, and shoreside teams.
- Reservations workflow: Organize booking requests, flag missing guest details, and prepare proposed updates for staff across approved reservation and customer systems.
- Guest service workflow: Draft answers from approved fare rules, itineraries, and service policies; route exceptions to the right team.
- Voyage preparation workflow: Combine approved port schedules, supplier confirmations, passenger record exceptions, and department updates into a reviewable operations brief.
- Revenue reconciliation workflow: Compare reservation, payment, commission, cancellation, and refund records to flag differences for finance review.
A possible first scope
Prepare a daily reservations exception report from existing systems. Staff can see incomplete bookings, payment mismatches, and items awaiting action in one place.
Charter cruise operations
Move from an inquiry to a well prepared charter.
- Inquiry and quote workflow: Extract dates, guest counts, trip preferences, and budget from email or forms. Draft a quote using approved rates and availability for your team to confirm.
- Booking follow up workflow: Track outstanding contracts, deposits, balances, and guest details; draft reminders for staff approval.
- Charter preparation workflow: Assemble a trip brief with the proposed itinerary, guest requirements, catering requests, provisioning tasks, and vendor confirmations.
- Vessel service workflow: Organize crew notes, turnaround tasks, maintenance records, and supplier requests into a follow up list for the responsible team.
A possible first scope
Turn inquiries from one charter inbox into draft quotes and a follow up list. Start with one vessel or charter package and expand after your team sees value.
Affordable development for marine businesses
Start with the handoff that costs your team the most time.
Scope one workflow around the tools you already use, including spreadsheets or an existing reservation system. Agree on development, software usage, and support costs before expanding. Your team approves bookings, prices, refunds, and guest messages; captains and qualified crew retain vessel and safety decisions.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Reservations workflowA group booking contains inconsistent guest details.
- Business value
- Put incomplete passenger records in one reservations queue before they delay the group booking.
- Connected records
- Authorized booking records, passenger details, booking requirements, and fare conditions.
- Proposed preparation
- Read authorized reservation records, compare the submitted details, and flag fields that need confirmation.
- What your team receives
- A booking exception brief and proposed corrections.
- Your decision
- Reservations staff approve changes and confirm fare implications.
Guest service workflowA guest asks how a fare change affects their booking.
- Business value
- Give guest services a contextual draft with the policy behind it and a clear escalation route.
- Connected records
- Reservation details, approved fare rules, current guest policies, and the original question.
- Proposed preparation
- Retrieve the booked fare and the current approved policy, then draft an answer with the relevant provisions.
- What your team receives
- A contextual response and an escalation if the policy is unclear.
- Your decision
- Staff approve exceptions, refunds, and commitments to the guest.
Voyage preparation workflowA sailing is approaching and supplier confirmations are incomplete.
- Business value
- Make outstanding supplier and department confirmations visible before the operational handoff.
- Connected records
- Port schedules, supplier confirmations, passenger exceptions, and department preparation checklists.
- Proposed preparation
- Compare approved port, transfer, provisioning, and department records against a preparation checklist.
- What your team receives
- A voyage brief with outstanding confirmations and named internal owners.
- Your decision
- Operations staff confirm arrangements; captains retain voyage decisions.
Revenue reconciliation workflowBooking revenue differs from the payment and commission reports.
- Business value
- Give finance a consistent path from a booking difference to the records that explain it.
- Connected records
- Reservation ledger, payments, commissions, refunds, cancellations, and matching identifiers.
- Proposed preparation
- Match reservation IDs across approved records and identify cancellations, duplicate entries, or unmatched amounts.
- What your team receives
- A reconciliation schedule with records supporting each exception.
- Your decision
- Finance staff approve corrections and any refund.
Inquiry and quote workflowA group requests a sunset charter for a particular date and budget.
- Business value
- Turn an enquiry into a complete quote worksheet while staff retain control of availability and price.
- Connected records
- Requested date, party size, vessel schedule, approved rates, and charter terms.
- Proposed preparation
- Extract the requested details, check approved availability and rate information, and ask for missing requirements.
- What your team receives
- A tentative quote and booking brief, with availability still subject to confirmation.
- Your decision
- The operator confirms capacity, price, vessel availability, and terms.
Booking follow up workflowA charter is approaching with a missing deposit or unsigned agreement.
- Business value
- Keep contract and payment follow up tied to the booking and its approaching departure.
- Connected records
- Booking checklist, signed agreements, deposit records, balance due dates, and guest details.
- Proposed preparation
- Compare the booking checklist with approved payment and contract records.
- What your team receives
- A follow up queue and draft reminders showing exactly what is outstanding.
- Your decision
- Staff confirm the records before contacting the customer or changing the booking.
Charter preparation workflowA confirmed trip includes catering requests and a transfer.
- Business value
- Give the charter team one preparation brief covering guests, vendors, and unresolved arrangements.
- Connected records
- Confirmed booking, guest requirements, proposed itinerary, catering requests, and vendor replies.
- Proposed preparation
- Organize approved guest preferences, vendor confirmations, and itinerary details into one checklist.
- What your team receives
- A trip brief with unconfirmed arrangements clearly marked.
- Your decision
- The charter team confirms services; the captain approves operational plans.
Vessel service workflowCrew report a recurring issue during a turnaround.
- Business value
- Keep recurring vessel issues connected to earlier service work for the responsible engineer.
- Connected records
- Crew notes, vessel identifier, maintenance history, open tasks, and approved service documents.
- Proposed preparation
- Link the note to maintenance history and approved service references, and check for an existing open task.
- What your team receives
- A maintenance follow up ticket and a draft vendor request.
- Your decision
- The responsible engineer or captain determines seaworthiness and repair actions.
More business workflowsTravel, distribution, ERP, and investment operations
Travel, distribution, and investment operations
Workflows for the systems your business runs on.
Start with an affordable, focused workflow around one recurring handoff in your existing software. Each example can be scoped independently.
Travel service workflows
- Inquiry workflow: Organize trip requests, preferences, and missing details for the advisor.
- Itinerary workflow: Assemble supplier confirmations, transfer details, and proposed itinerary updates for review.
- Commission workflow: Compare approved bookings and supplier statements to flag missing commissions or payment differences.
Start small: Prepare one daily follow up list for a travel agency or excursion business. Staff approve bookings, prices, and guest communications.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Inquiry workflowA traveler requests a trip but leaves out the departure date.
- Business value
- Give the advisor a complete request to work from and make unanswered questions visible.
- Connected records
- Travel enquiry, customer preferences, approved customer records, and the advisor's intake checklist.
- Proposed preparation
- Organize the preferences, locate the approved customer context, and list the details needed to proceed.
- What your team receives
- An advisor brief and a draft clarification message.
- Your decision
- The advisor confirms the request and any proposed options.
Itinerary workflowA supplier changes a transfer time after the itinerary was drafted.
- Business value
- Spot itinerary conflicts before an updated plan reaches the traveler.
- Connected records
- Supplier confirmations, transfer times, approved itinerary, and booking references.
- Proposed preparation
- Compare the new confirmation with the approved itinerary and identify affected connections.
- What your team receives
- A proposed itinerary update and an exception for any timing conflict.
- Your decision
- The advisor confirms arrangements before informing the traveler.
Commission workflowA supplier statement appears to omit an eligible booking.
- Business value
- Keep a missing commission tied to the booking and agreement needed to investigate it.
- Connected records
- Booking records, supplier statements, agreed commission terms, and payment history.
- Proposed preparation
- Match booking references and approved commission terms with the statement.
- What your team receives
- An exception list and a draft enquiry with supporting records.
- Your decision
- Finance verifies the amount and approves the supplier enquiry.
Order and document workflows
- Document matching workflow: Connect supplier bills, purchase orders, and delivery receipts.
- Order workflow: Flag incomplete orders and missing shipment updates.
- Customer records workflow: Identify potential duplicate or incomplete ERP records for review.
Start small: Start with missing delivery receipts for one supplier group. Keep the existing ERP and route proposed corrections to staff.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Document matching workflowA warehouse invoice arrives without the corresponding delivery receipt.
- Business value
- Bring missing delivery evidence to the buyer's attention before an invoice stalls in accounts payable.
- Connected records
- Supplier invoice, purchase order, warehouse receipt, and approved matching rules.
- Proposed preparation
- Match the purchase order and receiving references, search approved folders, and record what is still missing.
- What your team receives
- A document packet or a missing receipt task.
- Your decision
- Accounts payable verifies receipt and approves payment.
Order workflowA customer emails an order using an informal product description.
- Business value
- Reduce rekeying and make ambiguous product descriptions visible before order entry.
- Connected records
- Customer email, approved product catalog, account record, and current order entry requirements.
- Proposed preparation
- Find candidate item matches, check approved stock data, and flag ambiguity before drafting a quote.
- What your team receives
- A proposed quote with unresolved product or quantity questions.
- Your decision
- Sales staff confirm the item, price, availability, and order.
Customer records workflowTwo account records appear to refer to the same customer.
- Business value
- Keep duplicate candidates reviewable without silently merging two different customers.
- Connected records
- Customer records, identifiers, contact details, account rules, and change history.
- Proposed preparation
- Compare approved identifiers and transaction context without automatically merging the records.
- What your team receives
- A possible duplicate report with the evidence and conflicting fields.
- Your decision
- The data owner decides whether to merge or correct the records.
Research and reporting workflows
- Research workflow: Summarize approved market reports with source links.
- Exposure reporting workflow: Assemble positions and agreed risk measures for review.
- Investor reporting workflow: Draft recurring updates from approved records.
Start small: Start with one weekly research or operations pack for a small fund or advisory team. Investment professionals retain investment decisions and trade approval.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Research workflowA commodities team needs a brief on a new crop report.
- Business value
- Give the team a brief whose reported facts, publication times, and open questions are easy to inspect.
- Connected records
- Authorized market publications, source dates, agreed research questions, and prior reports.
- Proposed preparation
- Retrieve permitted reports, extract dated findings, and compare them with prior releases without treating estimates as facts.
- What your team receives
- A cited research brief separating source statements from analytical questions.
- Your decision
- An analyst verifies the sources and forms any investment view.
Exposure reporting workflowThe team wants a daily view of exposure by commodity and counterparty.
- Business value
- Bring inconsistent positions or identifiers to the risk team's attention before reporting.
- Connected records
- Approved position exports, counterparty records, valuation timestamps, and exposure definitions.
- Proposed preparation
- Use approved positions and tested calculations to assemble agreed measures; flag stale prices or missing records.
- What your team receives
- An exposure report with exceptions and visible valuation assumptions.
- Your decision
- Risk staff verify calculations and approve any response; no autonomous trades.
Investor reporting workflowA periodic investor update needs financial and operations inputs.
- Business value
- Keep investor report preparation tied to approved figures and disclosure review.
- Connected records
- Approved performance data, operational updates, reporting templates, and supporting calculations.
- Proposed preparation
- Collect approved figures and commentary, check consistency, and identify unapproved claims.
- What your team receives
- A draft update with a review trail and missing inputs.
- Your decision
- Authorized staff approve disclosures and distribution.
Embedded and marine systemsExplore engineering support
Tel Aviv Delivery Center
Embedded Forward Deployed AI Systems
We develop focused workflow software for small engineering firms and suppliers supporting marine, drone, and embedded systems. Keep the first engagement affordable by starting with one test or maintenance workflow.
- Test review workflow: Organize test logs, identify recurring errors, and prepare an engineer review queue.
- Maintenance workflow: Find relevant approved manuals and prepare service checklists.
- Documentation workflow: Track missing evidence and draft technical handoff notes for engineering approval.
Start with a test log summary for one system. Engineers and operators retain control of safety decisions and physical systems.
Shlomi Sherlpling
General Manager, Embedded Forward Deployed AI Systems
Leading aidefi's embedded engineering division from Tel Aviv.
WeWork ToHa
114 Yigal Alon Street
Tel Aviv Yafo 6744320, Israel
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Test review workflowA new software build produces repeated failures in an approved test environment.
- Business value
- Help engineers group recurring failures and locate the evidence needed for investigation.
- Connected records
- Approved test output, build identifiers, known issues, and test environment configuration.
- Proposed preparation
- Group test logs, link errors to recent changes, and retrieve relevant specifications.
- What your team receives
- A reproducible issue summary and proposed investigation steps.
- Your decision
- Engineers verify the diagnosis and approve any code change.
Maintenance workflowA technician needs the correct service procedure for a particular component.
- Business value
- Give the technician the applicable reference with its revision and equipment context.
- Connected records
- Component identifier, approved manuals, revision register, and service record.
- Proposed preparation
- Match the component and version to approved manuals and gather applicable service notes.
- What your team receives
- A source linked procedure reference and checklist draft.
- Your decision
- Qualified staff verify applicability and perform the work.
Documentation workflowAn engineering handoff lacks evidence for several requirements.
- Business value
- Make gaps in engineering evidence visible before a release or customer handoff.
- Connected records
- Requirements register, test records, approved design files, and handoff checklist.
- Proposed preparation
- Compare the approved requirements list with test results, design records, and document versions.
- What your team receives
- A traceability checklist showing missing or inconsistent evidence.
- Your decision
- Engineering leads approve the completed handoff and release.
Freight and logisticsShipment updates, document readiness, and billing
Freight and logistics
Keep dispatch and the office working from the same records.
Connect shipment paperwork, carrier updates, and customer handoffs around the exceptions that need your operations team.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Shipment readiness workflowA pickup is approaching with an incomplete shipment file.
- Business value
- Give dispatch a clear document check before committing the next move.
- Connected records
- Shipment register, required document checklist, operations inbox, and authorized carrier updates.
- Proposed preparation
- Match attachments to the shipment, check required fields, and assign missing information to the file owner.
- What your team receives
- A readiness list linking missing documents and conflicting dates to each shipment.
- Your decision
- Operations confirms release status and dispatch instructions.
Shipment status workflowA carrier update differs from the customer facing shipment plan.
- Business value
- Keep sales and operations aligned when the latest status changes.
- Connected records
- Shipment identifiers, authorized tracking records, internal milestones, and carrier correspondence.
- Proposed preparation
- Compare the latest recorded event with the plan, flag stale information, and draft a concise status summary.
- What your team receives
- An exception brief with the source timestamp, affected milestone, and proposed customer update.
- Your decision
- Staff verify the event and approve any customer commitment or routing change.
Freight billing workflowA carrier invoice includes an accessorial charge with incomplete supporting paperwork.
- Business value
- Make disputed or unsupported charges visible before payment review.
- Connected records
- Rate confirmation, carrier invoice, delivery evidence, approved accessorial terms, and job ledger.
- Proposed preparation
- Compare the charge with the agreed terms and available evidence; identify missing support and duplicate candidates.
- What your team receives
- A charge review sheet with source references and a draft carrier question.
- Your decision
- Finance determines the payable amount and approves any dispute or payment.
Fabrication and manufacturingQuote packets, revision checks, and job cost
Fabrication and manufacturing
Keep the shop working from the right information.
Connect customer requests, approved drawing revisions, material records, and job paperwork so each handoff has a clear owner.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Quote preparation workflowAn RFQ arrives with drawings, quantities, and an unclear finish specification.
- Business value
- Give the estimator a complete request packet before pricing starts.
- Connected records
- Customer RFQ, drawing files, material specifications, quantity breaks, and estimating checklist.
- Proposed preparation
- Index the request, identify absent specifications, and organize questions by drawing or part.
- What your team receives
- A quote worksheet with linked drawings and a missing information list.
- Your decision
- The estimator validates manufacturability, capacity, price, and delivery commitments.
Drawing revision workflowA purchasing request references a revision older than the released drawing.
- Business value
- Catch a document mismatch before it reaches a purchase or production release.
- Connected records
- Drawing register, released revision, change approval, bill of materials, and draft purchase request.
- Proposed preparation
- Compare part identifiers and revision status; identify affected lines and preserve the conflicting records.
- What your team receives
- A revision exception listing the document mismatch and items requiring review.
- Your decision
- Engineering and purchasing approve the correct revision and any order change.
Job cost workflowA completed fabrication job has labor and material entries scattered across systems.
- Business value
- Give the shop and finance team a common view of job costs and missing support.
- Connected records
- Job traveler, approved time records, material issues, scrap records, and ERP job ledger.
- Proposed preparation
- Group records by job, calculate agreed cost totals, and flag unmatched entries or missing approvals.
- What your team receives
- A job cost worksheet with traceable calculations and open reconciliation items.
- Your decision
- The responsible team approves adjustments and the final margin report.
Equipment rentalReturn checks, service queues, and rental billing
Equipment rental
Connect each return to the next rental.
Bring return events, inspection evidence, service status, and contract terms into an organized review queue.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Return intake workflowA machine is back in the yard but still appears on rent in the system.
- Business value
- Make a physical return visible to the people responsible for inspection and contract review.
- Connected records
- Return ticket, asset identifier, rental agreement, yard notes, and ERP rental status.
- Proposed preparation
- Link the return evidence to the asset and contract; flag conflicting timestamps and missing check in details.
- What your team receives
- A return exception with the supporting record and proposed next step.
- Your decision
- Staff confirm the return time, condition, contract close, and any billing change.
Service readiness workflowA returned unit has an unresolved inspection issue before its next reservation.
- Business value
- Keep service work visible before staff promise availability.
- Connected records
- Inspection checklist, defect photos, maintenance history, open work orders, and reservation calendar.
- Proposed preparation
- Compare unresolved issues with service status, group repeat reports, and prepare a maintenance task.
- What your team receives
- A readiness queue showing affected assets, evidence, and upcoming bookings.
- Your decision
- Qualified staff determine safety and readiness; dispatch confirms availability.
Rental charge review workflowA draft rental invoice includes a late return or damage charge.
- Business value
- Keep each proposed charge connected to the agreement and inspection evidence.
- Connected records
- Signed rental terms, check out and return records, condition reports, and draft invoice.
- Proposed preparation
- Check recorded dates and approved rate rules; flag missing evidence and inconsistent charge calculations.
- What your team receives
- An invoice review sheet with supporting records and unresolved questions.
- Your decision
- Staff decide disputed charges, credits, and final invoicing.
Retail and ecommerceOrder queries, returns, and stock exceptions
Retail and ecommerce
Keep customer requests connected to the order.
Organize support and back office work using the records behind each purchase, return, and inventory exception.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Order support workflowA customer asks about an order whose fulfillment status is unclear.
- Business value
- Give the support team a consistent answer based on the latest available records.
- Connected records
- Order record, shipment updates, approved product information, and support history.
- Proposed preparation
- Locate the order, compare fulfillment events, flag missing tracking, and draft an answer with its source.
- What your team receives
- A customer service brief and a response ready for staff review.
- Your decision
- Staff confirm identity, delivery commitments, and any compensation.
Return review workflowA return request appears alongside an earlier refund entry.
- Business value
- Help prevent duplicate handling by making the existing transaction visible.
- Connected records
- Return request, original order, refund ledger, payment reference, and return policy.
- Proposed preparation
- Match transaction identifiers, check for an earlier refund or open request, and prepare a review item.
- What your team receives
- A return worksheet showing policy checks and possible duplicate actions.
- Your decision
- Staff approve the decision; payment updates use the system’s transaction and duplicate action controls.
Stock exception workflowSales continue while a product count differs between the store and warehouse.
- Business value
- Direct inventory review toward the discrepancies affecting orders.
- Connected records
- Approved sales and stock exports, receiving records, transfers, and reorder rules.
- Proposed preparation
- Compare quantities and timestamps, identify unmatched movements, and prepare a count or replenishment task.
- What your team receives
- A stock discrepancy list with source records and suggested owners.
- Your decision
- Staff verify physical stock and approve adjustments or purchase orders.
Food productionBatch records, supplier paperwork, and order readiness
Food production
Keep production records connected from receipt to shipment.
Organize the records your production, quality, and office teams need to review each batch and its supporting paperwork.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Batch record workflowA production run has ingredient receipts and a batch log in separate folders.
- Business value
- Give quality staff a traceable document index without treating missing evidence as complete.
- Connected records
- Approved batch logs, lot identifiers, ingredient receipts, production dates, and document requirements.
- Proposed preparation
- Link recorded input lots to the batch and flag absent or conflicting identifiers.
- What your team receives
- A batch evidence index and a list of traceability gaps for review.
- Your decision
- Qualified staff verify traceability and determine release, hold, or other quality actions.
Supplier document workflowA delivery arrives with a missing or outdated required supplier document.
- Business value
- Keep receiving and quality review aligned on the evidence still needed.
- Connected records
- Purchase order, receipt, approved supplier requirements, certificates, and document dates.
- Proposed preparation
- Compare the available documents with the required checklist and prepare a request for missing support.
- What your team receives
- A receiving document exception with supplier, lot, and required reviewer.
- Your decision
- Quality and purchasing determine acceptance and approve supplier communication.
Production order workflowAn upcoming order depends on materials with unresolved receiving status.
- Business value
- Put the records behind a readiness concern in front of production planning.
- Connected records
- Customer order, approved schedule, material availability, receiving status, and hold records.
- Proposed preparation
- Compare requirements with recorded availability and identify shortages or unresolved status.
- What your team receives
- An order readiness brief with affected items and source timestamps.
- Your decision
- The planner confirms the schedule; authorized staff control quality release and shipment.
Professional servicesProject intake, timesheets, and client reporting
Professional services
Connect the engagement to the work and the invoice.
Keep client requirements, delivery records, and billing support organized around each engagement.
Use cases
Illustrative scenario, not a customer result. Connections, outputs, and review rules would be agreed and tested for your organization.
Engagement intake workflowA signed project is ready to start but the delivery team lacks several client inputs.
- Business value
- Turn the sales to delivery handoff into a checklist with clear ownership.
- Connected records
- Signed scope, approved proposal, client forms, project template, and handoff requirements.
- Proposed preparation
- Extract deliverables and dates, compare supplied inputs with the checklist, and draft internal setup tasks.
- What your team receives
- An engagement brief with missing inputs, owners, and approval points.
- Your decision
- The project lead confirms scope, staffing, dates, and client requests.
Time and billing workflowSubmitted timesheets include an unrecognized project code and unapproved expenses.
- Business value
- Make billing preparation easier to review before entries reach the invoice.
- Connected records
- Approved time entries, expense support, project codes, rate agreements, and billing rules.
- Proposed preparation
- Match entries to the engagement, check approvals and agreed calculations, and isolate exceptions.
- What your team receives
- A draft billing schedule with source records and items needing correction.
- Your decision
- Managers approve time and expenses; finance approves rates and invoices.
Client reporting workflowA client status meeting is approaching with updates across email and project tools.
- Business value
- Give the account lead one reviewable view of progress and decisions needed.
- Connected records
- Project tasks, approved deliverables, meeting actions, time summaries, and client reporting template.
- Proposed preparation
- Gather updates by milestone, separate recorded completion from unconfirmed progress, and list dependencies.
- What your team receives
- A draft status report with source links, open decisions, and proposed follow up owners.
- Your decision
- The account lead verifies progress and approves the report and commitments.