AI-augmented product features
LLM-powered intake, drafting, and summarisation built on established AI providers, with human review before anything reaches a client.
Most AI features either do nothing useful or are trusted too far. The value is in narrow, reviewable tasks, not autonomous decisions.
What it includes
- Conversational intake that structures a request before a human call
- First-draft generation for documents a person then edits
- Summarisation of long threads, notes, or records
- Every AI output flagged as AI-assisted and human-reviewed before sending
What you receive
- Working AI features with review gating
- Prompt and behaviour documentation
- Cost and rate-limit projections
Built with
- Anthropic API
- OpenAI API
- Python
- Node.js
This is a good fit if
- +You have a repetitive drafting or triage task a person currently does
- +You want AI assistance with a human in the loop, not autonomous decisions
- +You need cost predictability before committing