AI Product Engineering
From prototype to production: we engineer the product shell around your Claude harness, auth, admin, analytics, and deployment, so AI capabilities become durable business systems.
Timeframe
4-10 weeks
Deliverables
3 items
Approach
Claude agentic harness
Best for
Ops & product teams
What's included
- AI product architecture
- Agent harness + UI delivery
- Auth, roles, and audit logs
- Cloud deployment (AWS)
- Handoff and enablement
How we deliver
Product brief → architecture → Claude agentic harness + APIs → operator UI → auth and audit → AWS deploy → launch enablement. One team owns the AI core and the product shell so handoffs stay minimal.
Who it's for
Founders and enterprises shipping a new AI product or embedding agentic capabilities into an existing platform with AWS-ready delivery.
Deliverables
- Production AI product
- Source + docs
- Launch support
Related work
Onboardly : Agentic Onboarding UI
Operator-facing onboarding product where Claude-powered agents guide multi-step enrollment workflows. The UI surfaces harness status, tool results, and human approval gates.
View project →Ready for agentic AI?
Book a free call. We will map your workflow to a Claude harness and a delivery plan your operators can trust.