The problem we own
Most enterprise AI never makes it past the demo.
Why they fail: they were built to win the demo. Then real data, real systems and real users showed up, and they broke. Or nobody trusted them enough to depend on them.
A working model is a fifth of what production AI takes. The rest sits below the demo line, invisible until something breaks at 3am.
That 80% is exactly what we engineer.
The assess phase
Production AI is a 10-dimension system. We score all ten before a single line ships.
You get a Production Readiness Score, an engineering roadmap, and a go or no-go in two to three weeks. The engineers who score you are the ones who'd do the build.
Observability from day one
Production, under continuous watch
Every Tecknoworks deployment ships with monitoring from day one, with drift detection, SLA tracking and governance checks running continuously. This is what an ordinary day looks like inside a production AI system we operate.
How we work
We prove it works before you commit the big budget.
A working result in weeks. Each step earns the next.
Assess
We score how ready your data and systems really are, and where the risk is hiding.
Prove
A working version running on your real data, so you see the value before the big spend.
Deploy
Into production: integrated, governed, monitored, and operated.
Operate & scale
We run it, keep improving it, and grow it across the business with you.
If the assessment shows your data can't carry it yet, we say so, and you'll have spent very little to find out.
Why Tecknoworks
We build your AI, run it, and answer for it.
We build and operate, not just advise
We design it, ship it, and stay to run it under production SLAs with 24/7 monitoring. The team that builds your AI is the team that keeps it running.
No lock-in, no black box
We engineer on the platforms you already own, whether that's Azure, AWS or on-premise, and pick the tools that fit your estate. You keep control of everything we build.
Working systems in weeks
Boards want results this quarter. We put a working system on your real data within weeks, and a measurable result soon after.
A track record at the top
For over twenty years we've engineered and operated production systems for one of the world's leading strategy consultancies. The firm that transforms everyone else trusted us to build and run theirs.