Enterprise Cognitive Integration
Turn AI from a demo into infrastructure. We embed large language models and custom AI deep into the systems your business already runs on.
Most AI never makes it past the pilot because it lives in a sandbox, disconnected from the systems the business actually runs on. This engagement embeds large language models and custom AI deep into your existing — and legacy — stack, so intelligence becomes part of the plumbing, not a side project.
What you receive
LLM and custom-model integration into your live systems
Managed API brokering and vector database management
Security and access controls
Usage telemetry and cost monitoring
How it works
No black boxes: every step ends with something you can see running, and you decide whether we take the next one.
Design & scope
We define the workflows, guardrails and success metrics, and design the agent or integration around them.
Build & integrate
We build in your environment, wiring the AI into the systems and data it needs — with logging and controls from the start.
Deploy & enable
We ship to production, stand up monitoring, and enable your team to run and extend it day to day.
“We were impressed by how easily our team connected with the developers. Their experience and alignment with our business goals allowed us to move through challenges swiftly and effectively.”
Who it's for
Enterprises with legacy systems
Critical software that can't be ripped out but needs to get smarter.
Teams past experimentation
You've proven a use case and need it wired into production systems.
IT & platform leaders
You need AI integrated with security, access control and cost monitoring built in.
Data-rich organisations
You're sitting on data models could act on if they could reach it.
We handle the messy integration — API brokering, vector databases, access controls, usage telemetry — inside your environment. It's a monthly build that transitions to platform-plus-usage once live, so you're never paying production prices for pre-production work. Do Great or Do Nothing.
Related services
Prove it in 48h
Not sure this is the right starting point? We can build a working prototype of your problem in 48 hours. Book a scoping call — productized scope, clear deliverables, senior-led delivery.