Finance work is spread across accounting systems, bank data, spreadsheets, documents, and staff memory. Teams lose time reconstructing the context behind cash, invoices, and exceptions.
06 / AI Fintech
AI Fintech
Give finance teams clearer records, reviewable automation, and the context needed to act.
Finance operations, reconciliation, document workflows, reporting, and controlled payment follow-up.
We connect source records, extraction, review, reconciliation, reporting, and approved actions. AI prepares or explains variable information while finance retains control of balances, adjustments, and payment decisions.
What the build includes
A complete production workflow.
Finance record foundation
Accounts, transactions, invoices, payments, documents, ownership, roles, and source-system boundaries.
Reviewable workflows
Extraction, reconciliation, invoice review, receivables follow-up, approval states, exceptions, and scheduled work.
AI assistance
Document extraction, summaries, anomaly review, next-action suggestions, search, and controlled finance workflows.
Reporting and controls
Dashboards, forecasts, audit history, exports, integrations, permissions, and source-linked review.
Technology and fit
Built with the right tools, not every tool.
The exact stack follows the workflow, security requirements, existing systems, and deployment environment.
Technologies
Next.jsReactNode.jsFastAPIPostgreSQLSupabaseRedisStripeAWSGoogle Cloud
Industries
Expected outcomes
- →Clearer source records
- →Less manual reconstruction
- →Reviewable finance workflows
- →Role-based visibility
- →AI inside daily operations
Related work
What we have already shipped.
These examples show the type of workflow, product, or operating system this offer is built to solve.
Ledgerline
603 tests passed in a dated financial-control verification
A bilingual finance workspace designed to distinguish actual cash, expected cash, and source-system records.
603tests passed
14audit findings remediated
3product roles
Reigntec
Customer trading workflows connected to financial operations
A customer trading experience connected to wallets, financial actions, referral flows, and administration.
34historical completed trades
6historical linked accounts
18historical inquiries
Fieldline
Jobs, crews, schedules, and billing on the same records
A multi-tenant construction platform that was later extended into AI-assisted billing.
Flowe
90% faster strategy creation with connected backtesting and risk review
A trading-strategy research product that connects AI preparation to backtesting and risk analysis.
90%faster strategy creation
34%higher backtested returns
45%lower backtested drawdown
BookSmart
Separate processing paths for invoices, statements, and SIE exports
A bookkeeping workspace that treats invoices, bank statements, and Swedish SIE files as different inputs with different processing paths.
Pulse Trading
Exchange data, technical signals, and AI analysis in one research view
An AIOVIX trading research workspace that puts exchange inputs, technical signals, and AI interpretation together.
Common questions
Before we scope it.
What does AI fintech automate?
Common scopes include financial-document intake, reconciliation preparation, finance reporting, invoice context, and payment-follow-up workflows. Final accounting and payment decisions stay with authorized staff.
Can you connect accounting, banking, and payment tools?
Yes, where suitable APIs or approved imports exist. We define which system owns each record before connecting data or actions.
How do you avoid incorrect finance actions?
We keep source records, validation, permissions, review states, and audit history explicit. AI output is not treated as a final balance, adjustment, or payment instruction.
Free Audit
Get Free Audit ↗Know what to build first.
We review the workflow, recommend the first build, and give you a rough price range and timeline before you commit.