Quiet systems that save hours, every day.
Surgical, in-the-background AI. We build it where it earns its keep — triage, drafting, summarising, forecasting — and we put a human back in the loop wherever the stakes are real.
What we build
- Inbound triage agents (WhatsApp, web forms, email)
- Automated receivables: invoice send, polite reminders, escalation flags
- Cashflow and demand forecasting dashboards
- Internal tools that summarise long conversations or messy notes
- Light-touch evals so the system stays reliable as it grows
Stack we lean on
- Anthropic Claude / OpenAI — model agnostic where appropriate
- TypeScript/Node, Python for ML-heavy slices
- Postgres, vector stores when retrieval is needed