Service_[B]
AI Integration
Seamless embedding of LLMs and vector databases into legacy enterprise workflows.
Module_01
The problem
Off-the-shelf AI tools don't speak to your systems of record. Without integration, AI lives in a sandbox while the real work happens elsewhere.
Module_02
How we work
[01]
Map the seams
We document the systems, identity, and data flows AI needs to plug into — without ripping anything out.
[02]
Design the contract
Clean API contracts, retrieval layers, and event flows. Built so future swaps don't break production.
[03]
Ship the integration
We build, test, and harden the integration with your existing CRM, EHR, LMS, or data warehouse.
[04]
Hand off cleanly
Documentation, runbooks, and a working internal team that owns the system after we leave.
Module_03
What you get
- →Integration architecture document
- →Production-ready API/retrieval layer
- →Identity & access integration
- →Runbook and on-call playbook
Module_04
Outcomes
- ✓AI features that operate inside your real workflows
- ✓No new data silos
- ✓Internal teams that can extend the system without us
Module_05
Who it's for
Engineering and IT leaders integrating AI into existing systems — Salesforce, Epic, Workday, custom platforms.
Related services
All services →Engagement_Open
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Book a discovery callSenior-led · Toronto + Ottawa · Canadian-owned