An AI audit platform with a human on every send
Audit season buries finance teams in document requests and queries. Oditable ingests a company's financial documents, drafts responses to auditor queries with citations to the evidence, and refuses to send anything until a human approves it. We built the whole product: three apps, the AI pipeline and the marketing site.
- Client
- Oditable
- Sector
- AI development
- Relationship
- 2026
- Services
- Product design · SaaS development · AI pipeline engineering · Marketing site design and build
3
Apps in one platform
1,857
Automated tests
6
User roles
100%
Human-approved
01 / the problem
Audit responses are slow, manual and high-stakes.
Every audit query means finding documents, assembling evidence and writing a defensible response. Get it wrong and the audit drags. The founder, a chartered accountant, wanted AI to do the heavy lifting without ever letting it speak to an auditor unsupervised.
That constraint shaped the architecture: the AI can only draft from cited evidence, confidence is scored on every draft, and the approval gate is enforced in the database itself, not just the interface.
- 01 Cut the manual slog out of audit responses
- 02 Keep a human approval on everything that leaves the building
- 03 Make every AI claim traceable to a source document
- 04 Isolate each customer's financial data completely
02 / the solution
Drafted by AI. Approved by people. Enforced by the database.
Documents flow through a cascading extraction pipeline, get classified and chunked, then indexed with finance-tuned embeddings. When an auditor raises a query, hybrid search plus a reranker pulls the best evidence and Claude drafts a response constrained to what it can cite, with a confidence score deciding whether it's even worth showing.
Around that pipeline we built the product: a client dashboard with a Kanban of every query from draft to sent, a separate portal where auditors submit and track requests, a super-admin app for running the SaaS, and a warm, editorial marketing site that doesn't look like accounting software.
what we delivered
The work behind the result
Document ingestion and AI classification
The detail work that lifts the product above its spec.
Hybrid retrieval with reranking
The detail work that lifts the product above its spec.
AI-drafted responses with citations
The detail work that lifts the product above its spec.
Confidence scoring and approval gates
The detail work that lifts the product above its spec.
Separate client, auditor and admin apps
Mapping the users, journeys and decisions before anything was designed.
Schema-per-tenant data isolation
The numbers that matter, visible while they can still change decisions.
Stripe subscription billing
Money moving safely, from checkout through to settlement.
Astro marketing site with persona pages
The detail work that lifts the product above its spec.
03 / the result
AI speed with audit-grade control.
Oditable went from discovery to a functionally complete, QA'd platform in five months of build: 184,000 lines of TypeScript, 1,857 automated tests and an AI pipeline that never sends unsupervised.
