AI agent use cases that pay
for themselves.
Every blueprint below is a working starting point — the agent's job, the data it needs, the evaluation that keeps it honest and where it gets deployed. Open one to generate your own version in seconds.
What teams build on the layer.
Pick the closest one, add one line about your business, and the live model returns a real mini-blueprint — outcome, architecture and your first milestone.
Internal copilots
Assistants grounded in company knowledge that answer, draft and summarise for staff.
Customer support AI
Deflect repetitive tickets with grounded answers and safe hand-off to humans.
Document intelligence
Retrieve, compare and extract from contracts, policies and reports with citations.
Workflow automation
Multi-step agents that route, approve and update systems with an audit trail.
Customer-facing AI features
Ship AI capability inside your own product with usage and cost controls.
Analyst assistants
Turn structured data into explanations, briefs and recommended next actions.
Ship your first AI product this quarter.
Private beta invites go out in small batches. Tell us what you want to build and we’ll prioritise access accordingly.