Offer 02

AI Product Layer

A copilot or workflow assistant inside a product you already ship — not a widget bolted on the side.

If you already have a portal, API, or SaaS workflow, the highest-leverage move is often to put assistance inside that product rather than standing up a separate tool nobody opens.

We work against your existing permissions, tenants, and evaluation bar. Claims get measured. The pilot is one workflow, not a platform rewrite.

Pilot. A 2–4 week embedded copilot or workflow-assistant pilot.

Where it fits

  • B2B SaaS and internal portals
  • Support, onboarding, and docs search
  • Workflow agents over existing APIs

Where it stops

  • A generic chatbot with your logo
  • Unbounded agents with production write access on day one