Connect AI to the systems you already run.
AI Integration
Most AI value is unlocked by wiring a model into an existing workflow, not by replacing it. We integrate with your ERP, CRM, databases, APIs and internal tools, with the auth, rate limits and retry semantics that production actually needs.
- Typical timeline
- 4–8 weeks
- Engagement model
- Fixed scope per integration
What you get
- Connectors for ERP, CRM, ticketing, data warehouse and internal APIs
- Bi-directional sync with conflict handling
- Event-driven triggers and scheduled batch flows
- Retry, backoff and dead-letter handling
- Integration test suite and runbooks
What changes
- AI results land where people already work
- No new system for staff to learn
- Failures are visible and recoverable, not silent
Architectures this usually produces
The assessment decides from your answers — these are the patterns it most often lands on for this service.
Tool-using agentHybrid
Questions people ask
- Can you work with a legacy system that has no API?
- Often yes, via database replication, file drops or RPA-style adapters. It changes the cost and the risk profile, which the assessment will say explicitly.
Considering ai integration?
Run the free assessment first. It scores feasibility against your own data and volumes, and tells you what it would cost before anyone quotes you.