AI Integration Into Existing Products is an incremental engagement, usually 3 to 7 weeks, that adds AI to a web app or SaaS product you already ship. It works inside the current codebase, auth model, and release process, with a feature-flagged rollout and a cost review after launch.
Included
- API-first integration into existing backends
- Feature-flagged rollout with zero downtime
- Compatibility audit of current architecture
- Incremental migration plans for legacy systems
- Post-integration performance and cost review
31%
AI search added to an existing SaaS product without a rewrite
from our workFewer support tickets
5 wk
An AI tutor was added to a five-year-old LMS without touching its core
from our workAdded without a rewrite
3.4×
AI triage added to an existing property platform made work order dispatch 3.4 times faster
from our workFaster dispatch