Personal finance evidence and reporting workspace

Reduce manual bookkeeping and reporting effort while keeping every figure traceable. For individuals, freelancers and small finance teams tracking personal or client money, convert connected accounts, uploaded statements, transaction history and tax settings into a reviewed, source-linked financial picture with alerts and scheduled reports. The benefit is a testable hypothesis, measured through reconciled transactions per review hour and reporting corrections after delivery; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect connected accounts, uploaded statements, transaction history and tax settings, then follow this sequence: 1. Connect and aggregate multiple financial accounts. 2. Upload PDFs and statements and extract transactions. 3. Categorize transactions automatically with confidence scores. 4. Detect recurring charges and subscriptions. 5. Project short-term cash flow from current balances. Resolve uncertain cases with qualified reviewers, approve the reviewed, source-linked financial picture, and measure reconciled transactions per review hour and reporting corrections after delivery against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, currency conversion, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. Final tax positions, investment decisions and report sign-off remain with the account owner or qualified adviser. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve data accuracy, source attribution, calculation transparency and account permissions. The account owner or qualified adviser approves tax positions, investment actions and report scope. One currency set, one statement format and one tax region; final tax positions and report sign-off remain with the account owner or qualified adviser. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One currency set, one statement format and one tax region; final tax positions and report sign-off remain with the account owner or qualified adviser. Implement one approved input format, a bounded representative case set and the first three task modules: connect and aggregate multiple financial accounts; upload PDFs and statements and extract transactions; categorize transactions automatically with confidence scores. Support later modules with operator review. 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.

What it can connect to

Bank and card account connections, statement uploads, spreadsheet import/export and reporting destinations. Start with file exchange and validate destination specifications before promising direct bank write access. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Account and document intake, Review and categorization workspace, Reports and alerts. Use a connected-accounts list, a central transaction table with category and confidence columns, and a right-hand panel for source documents, rules and comments. Let users compare periods side by side. Display draft, needs review and approved states. Provide a shareable report link with figures anchored to their source transactions. Make the task-specific outcome reviewed, source-linked financial picture with alerts and scheduled reports visible beside its evidence, review state and value baseline.