
Palydin
Construction finance and contract management, with an AI agent that works across the whole organisation.
- Progress claims, variations, extensions of time, retention, cost forecasting, cash flow and Xero cost sync for contractors and principals, on a 60-table Postgres schema.
- Production tool-calling agent: a router exposes tools by group, every write waits for human approval with a server-built preview, and document answers are grounded by retrieval over pgvector.
- Every data request, from the app or the AI agent, passes through one permission check, so each company on a contract sees only what it is allowed to. Automated tests block any release that bypasses it.
- Benchmarked an AI spreadsheet import against a deterministic parser on a real payment schedule (148/148 every run versus 139–148 for the model) and removed the AI path.
- Native e-signature approval chains with hashed snapshot PDFs, audit certificates and statutory deadline tracking.
- Role
- Founder, sole engineer
- 2026 – present
- Link
- palydin.com.au
- Stack
- Next.jsReactHonoBunPostgreSQLDrizzlepgvectorVercel AI SDKBetter AuthCloudflare R2




