Teknet AI designs, deploys, and operates private inference infrastructure for manufacturers and regulated firms — on-prem, at the edge, or in colocation we broker on your behalf. One architect, end to end, on a monthly plan.
Training frontier models is a hyperscaler's game. But inference is the electricity bill of AI — it runs every day, in every business, and it keeps growing. As open models close the capability gap, that workload is moving onto hardware companies own and control: their racks, their plants, their colo cages.
Nobody is serving the mid-market manufacturer with 200 employees, a hostile virtualization renewal, and a customer demanding AI in the quote process. The hyperscalers won't visit. The big integrators won't pick up. We're the infrastructure partner that does both — and stays on retainer.
Enterprise-grade architecture for mid-market budgets: virtualization exit planning, hybrid replatforming, and network design that makes private AI possible in the first place.
Inference infrastructure sized to the job: a single DGX-class box in your server room, edge nodes on the plant floor, or a brokered colocation cage when you outgrow the building.
The engine that compounds. Monitoring, model updates, capacity planning, and a human who knows your environment — on a monthly plan, plus colo residuals that pay for years.
Licensing shocks across the virtualization market have put every mid-market renewal on the CFO's desk. That's our opening: we've architected global virtual environments for a Tier 1 automotive supplier, and we turn that renewal crisis into a replatforming plan — one where the new infrastructure is AI-ready on day one.
One assessment answers two questions at once: what your infrastructure should cost, and where private AI pays for itself first. The renewal pays for the modernization. The modernization carries the AI.
A working private deployment against your real data — with measured accuracy and cost numbers before any capital moves.
Your private inference stack, deployed on hardware you own and run by us — monitored, patched, and improved every month.
When the workload outgrows the building: brokered colocation capacity, migration, and multi-site operations under one plan.
We're based in Northville / Novi, Michigan and make house calls anywhere in Metro Detroit — your server room, your plant floor, or coffee off Woodward.