AI Integration Retrofits
Bolt AI features onto your existing product
Your product already works. We make it smarter. We retrofit AI capabilities — intelligent search, auto-summarization, recommendation engines, content generation — into your existing codebase. No rewrite, no migration, just targeted AI enhancements that deliver immediate value.
- Category
- AI Integration
- Status
- Active
- Tier
- core
- Delivery
- In-house
- Steps
- 4-phase engagement
What we deliver.
Every capability is engineered for production from day one — tested, documented, and ready to deploy.
- AI-powered search and discovery for existing content
- Automatic content summarization and tagging
- Personalized recommendation engines
- Smart auto-complete and content generation
- Seamless integration with your existing tech stack
- Progressive rollout with feature flags
How the engagement runs.
Codebase Audit
Review your existing app architecture and identify high-impact AI integration points.
Integration Design
Design the AI layer to fit cleanly into your existing architecture.
Implementation
Build and integrate AI features with thorough testing.
Rollout
Deploy with feature flags, monitor performance, and iterate.
AI features integrated into your existing app
API layer for AI capabilities
Performance monitoring and analytics
Technical documentation and team handoff
Ready to put this into action?
Tell us about your project and constraints. We'll respond with a technical point of view.
Get in touchIntegrate AI models into your existing stack