Screenshot of the Small-business finance scenario interview tool interactive demo
Screenshot of the interactive demo, on sample data

Small-business finance scenario interview tool

Make forecasting accessible through structured business questions.

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For
Accountants advising owner-managed companies
Solves
Owners cannot translate operational plans into useful forecasts.
Delivers
Accountant-reviewed operating forecast
Built in
about 5 weeks of creation time, MVP in 6 days
Investment
$16,500 for the MVP, $50,000 for the full product
Run it
Inside your business, or as part of your offer to clients
01

What it does

Make forecasting accessible through structured business questions.

  1. Elicit explicit assumptions.
  2. Convert statements into editable drivers.
  3. Compare scenario cash paths.
  4. Compare the reviewed result with the recorded baseline and value assumptions.
  5. Capture corrections and named-owner approval before consequential use.
  6. Export a versioned accountant-reviewed operating forecast with source references and unresolved questions.

What goes in, what comes out

What the customer puts in
  • Client-declared plans
  • Approved baseline accounts

AI drafts, people review. Client intake portal and staff exception queue.

What the customer gets
  • Accountant-reviewed operating forecast
02

How it works

The workflow

  1. In
    Start with

    Client-declared plans and approved baseline accounts

  2. 1

    Confirm the buyer's problem and scope

  3. 2

    Collect client-declared plans and approved baseline accounts

  4. 3

    Then follow this sequence: 1

  5. Out
    Finish with

    Accountant-reviewed operating forecast

AI does the heavy lifting, people stay in charge

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One business model; no invented inputs or personalized investment advice. A model suggestion is never a verified fact, professional decision or authorization to act.

What your team sees

Primary screens: Guided information request, Completeness and uncertainty, Professional handoff. Give submitters a mobile-friendly step-by-step form with document uploads and a visible completeness checklist. Staff see a queue with missing items and extracted fields. Place the original document beside each uncertain value. Show submitted, clarification required and ready-for-review states. Make the task-specific outcome accountant-reviewed operating forecast visible beside its evidence, review state and value baseline.

Accounts and administration

Secure uploads, configurable checklists, progress saving, duplicate handling, reviewer assignments, clarification threads, deadlines and submission history. Add organization access boundaries, named reviewers, usage caps, data retention controls, export logs and explicit approval for external actions.

Integrations and data access

Accounting exports, invoice records and finance review processes. Case management, customer records, document storage and notification systems. Begin with an exportable review pack before automating destination writes. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

03

How we build it

We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.

  1. 1

    Scoping call

    Day 1

    Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.

  2. 2

    MVP

    6 days

    One buyer segment, one recurring use case; first modules: elicit explicit assumptions; convert statements into editable drivers. Manual review in the loop. Built by our AI software factory.

  3. 3

    Paid pilot

    7 days

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

  4. 4

    Full product

    3 weeks

    Self-serve onboarding, billing, monitoring and the wider integration set.

  5. 5

    Run and improve

    Monthly

    We host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.

Why we start with an MVP

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

  1. Pick the riskiest assumption. Here: will accountants advising owner-managed companies use it to solve "owners cannot translate operational plans into useful forecasts"?
  2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
  3. Run a paid pilot. Agree quality and outcome thresholds before the pilot using this measure: Advisor preparation hours saved and forecast usefulness minus delivery cost.
  4. Measure, then decide. Track advisor preparation hours saved and forecast usefulness minus delivery cost; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Pilot scope: One business model; no invented inputs or personalized investment advice. Implement one approved input format, a bounded representative case set and the first two task modules: elicit explicit assumptions; convert statements into editable drivers. Support the third module with operator review: compare scenario cash paths. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

After the MVP. Once paid pilots prove usefulness, automate repeatable reviewed steps and add one verified source integration. Expand supported inputs and case volume only after new evaluation cases pass. Build reusable customer configurations and recurring value reports around accountant-reviewed operating forecast. Retain the explicit scope boundary: One business model; no invented inputs or personalized investment advice.

What the build depends on. Secure upload handling, reliable extraction, versioned completeness rules, submitter identity and staff routing. Third-party checklist changes require maintenance. Obtain representative authorized cases, baseline measurements, qualified reviewers and a buyer-side decision owner. Specific limitation: One business model; no invented inputs or personalized investment advice.

04

Investment

A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.

  1. Phase 1

    MVP

    One buyer segment, one recurring use case; first modules: elicit explicit assumptions; convert statements into editable drivers. Manual review in the loop.

    $16,500 · about 6 days of creation time

  2. Phase 2

    Paid pilot

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

    $14,000 · about 7 days of creation time

  3. Phase 3

    Full product

    Self-serve onboarding, billing, monitoring and the wider integration set.

    $19,500 · about 3 weeks of creation time

Indicative total, MVP to full product$50,000about 5 weeks of creation time · start with the MVP from $16,500

Running costs per month

A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.

StageHosting and infrastructureAI usageTotal per month
MVP and paid pilotabout 3 customers$50–$100$40–$90$90–$190
Full productabout 50 customers$190–$380$280–$560$470–$940
05

Run it or resell it

Internally

For your own team

Accountants advising owner-managed companies run it inside the business: client-declared plans and approved baseline accounts in, accountant-reviewed operating forecast out, reviewed by your people.

For your clients

As part of your offer

Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.

Your brand, or this one

Run it under your own brand, or start from this concept style.

  • primary#669127
  • accent#8b54c9
  • surface#ecf1e4
  • ink#22201e
Headings
Archivo
Text
Lora
Voice
Exact, sober, trustworthy
Selling it to your own clients: the go-to-market playbook

Pricing to test

Test USD 500-2,000 setup plus USD 150-750 monthly for one form family and a capped submission volume. Quote specialist review and unusual document formats separately. Prices are experimental. Package the initial sale as one bounded accountant-reviewed operating forecast. Recurring fees must specify volume, review depth and integration support. For exchanges, test a disclosed coordination or successful-service fee rather than holding customer funds. Reprice only after measuring real delivery labor; platform-build cost is separate from a commercial pilot fee.

Message to test

Make forecasting accessible through structured business questions. Demonstrate a concrete accountant-reviewed operating forecast using the buyer's approved example and show the baseline, corrections and actual delivery effort.

Where to find buyers

Accountants advising owner-managed companies professional communities; specialist consultants serving this buyer; permissioned partner introductions; practical demonstrations at relevant trade or practitioner events.

Lead magnet

A reviewed sample accountant-reviewed operating forecast from a small authorized input set, with a transparent calculation of advisor preparation hours saved and forecast usefulness minus delivery cost and no promised savings.

The first 30 days

  1. Week 1: interview five accountants advising owner-managed companies and inspect a recent example of owners cannot translate operational plans into useful forecasts.
  2. Week 2: prepare a consented or synthetic demonstration of the three task modules.
  3. Week 3: seek one bounded paid pilot with agreed baseline and acceptance criteria.
  4. Week 4: measure advisor preparation hours saved and forecast usefulness minus delivery cost, reviewer effort and repeat-purchase interest. This is a demand-validation plan, not a thirty-day full-product delivery promise.

Paid pilot

Agree quality and outcome thresholds before the pilot using this measure: Advisor preparation hours saved and forecast usefulness minus delivery cost. Continue only if the buyer accepts the actual output, the intended job outcome improves without unacceptable errors, and measured delivery cost fits willingness to pay. Revise or stop if access is unavailable, qualified review cannot be provided, or apparent savings disappear after corrections and support. Use held-out cases when comparing model quality; use a properly reviewed comparison design before making causal claims. Record missing cases and negative results alongside successful outputs.

Success metrics

Advisor preparation hours saved and forecast usefulness minus delivery cost; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase.

Retention and expansion

Repeat the workflow when the buyer again needs accountant-reviewed operating forecast. Retain permissioned settings and reviewed examples, report realized value honestly, and sell increased volume or adjacent approved workflows only after contribution margin and quality remain acceptable.

Why clients would pick it

Document-type expertise, tested completeness rules and a low-friction client experience embedded in a repeat administrative process. Build a permissioned library of representative task cases, reviewer corrections and verified operating constraints for accountants advising owner-managed companies. Repeatable delivery and useful integrations matter more than access to a base model.

Alternatives and positioning

Email collection, generic web forms, spreadsheets and existing case management systems. Compare this product with the buyer's present method on advisor preparation hours saved and forecast usefulness minus delivery cost. Offer a bounded paid workflow instead of claiming broad autonomous expertise. Market uniqueness and competitor coverage are not verified.

Main delivery costs

Document processing, storage, exception review, support, checklist maintenance and customer-specific integration work. Additional initial validation requires representative authorized sample preparation, buyer interviews, buyer-side evaluation and bounded validation of accountant-reviewed operating forecast. Track cost per accepted output, including correction work, unsuccessful cases and support.

06

Safeguards

Reconcile calculations to approved records. Keep proposed entries and payment actions under finance-team control. Never invent missing financial inputs. One business model; no invented inputs or personalized investment advice. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

Get this solution built

Built for you by our AI software factory, MVP in about 6 days. Tell us about your business and how you want to run it: inside your company, or as part of what you offer your clients. We reply within one working day.

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