Enterprise AI, on your own infrastructure.
We embed forward-deployed engineers inside your organisation and build AI systems that run on hardware you own and control. Open-source models. No vendor lock-in. No offshoring.
Three paths to production
Discovery Sprint
Map your highest-value AI use cases, assess data readiness, and get a clear build-vs-buy recommendation with ROI projections — before committing to a full build.
PoC Build
A forward-deployed engineer works inside your team to deliver a production-ready proof of concept — using open-source models, privacy-preserving architecture, and a clear handover plan.
Full Transformation
Embed AI across multiple business units. Stand up specialised agents from operational briefs, deploy voice-to-action systems, and operate at a fraction of hyperscaler cost with managed support.
The model that actually works
Lower running cost
We run open-source and open-weight models on your own hardware. For most enterprise workloads they match hyperscaler output quality at a fraction of the per-token cost, with no usage-based bill that grows with adoption.
Privacy-first by design
On-premise deployment is the default, not an add-on. Your data never leaves your infrastructure. No shared model weights. No cloud logging.
Engineers, not slide-makers
We work inside your team, write the code, and hand over the system with its documentation and runbook. Our aim is that you do not need us afterwards.
Ready to see what AI can do inside your business?
Start with a two-week Discovery Sprint. Fixed price. No lock-in. Walk away with a clear roadmap — or a working prototype.
Email KK.Santhanam@cxomirror.com