United StatesFinance and insurance2026 – ongoingStripe
Kai Knowledge AI Platform for employee workflows
Stripe reported 83% weekly employee use of Kai after its April launch
Problem
Stripe's non-engineering teams needed AI tools suited to their workflows and sensitive data. Earlier workflow-specific agents became difficult to maintain, while coding tools created security and support concerns.
Approach
Stripe launched Kai with a shared execution platform and interfaces including a web application and Slack. Domain teams configured agents and tools through Agent Studio. Access controls enforced task-specific boundaries, including separation of unrelated customer contexts.
Results
Takeaway
Teams owned their workflow expertise while sharing execution infrastructure. Weekly activity showed adoption, without measuring productivity gains.
Categories
- Size
- Large enterprise
- Industry
- Finance and insurance
- Business function
- Internal work and knowledge management
- Innovation type
- Process innovation
- AI technology
- Generative AIAI agents
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
Stripe described Kai's April launch and its architecture for employee knowledge work. It reported broad weekly adoption, including nearly all go-to-market staff.
Full details are in the original sources.