We engineer AI that earns its place in production
DerbaTech exists for one reason: to turn the promise of AI into systems that work reliably, safely and at scale for serious businesses.
The gap in AI today isn't ambition — it's execution. Demos are easy; systems that hold up under real traffic, messy data and security review are not.
We're a team of senior AI and platform engineers who have shipped models and infrastructure inside startups and enterprises alike. We bring that production discipline to every engagement: measure everything, avoid lock-in, and leave you with something you can own — as our case studies show.
The result is AI that doesn't just impress in a pitch — it quietly does the work, every day. Tell us what you're building.
- 100%Senior engineers on every engagement
- DecadesCombined production AI experience
- <200msTypical inference latency (p95)
- 99.9%Serving uptime target
Figures are representative of typical DerbaTech engagements.
What we stand for
Four convictions that shape how we build and who we are to work with.
Outcomes over hype
We measure success in business impact and shipped systems, not slideware or model names.
Rigor over guesswork
Everything is evaluated. If we can't quantify it, we don't claim it.
Ownership over hand-offs
Senior engineers carry projects end to end and leave you with something you can run.
Honesty over selling
We'll tell you when AI is the wrong tool — and what to do instead.
Built by engineers who ship
Plenty of teams can build a demo. We're built to deliver AI that survives contact with production — and with your security team.
Production-first, not prototypes
We optimize for the system that runs at 3am — reliability, latency, cost and observability are designed in, not bolted on.
Model-agnostic by principle
Open or frontier, hosted or on-prem — we pick what fits your accuracy, privacy and budget, and avoid lock-in.
Security & governance built-in
Data isolation, access control, audit trails and evaluation pipelines that satisfy security and compliance teams.
Senior engineers, end to end
No hand-offs to juniors. The people who design your system are the ones who build and ship it.
Let's build the AI that moves your business.
Tell us the problem. We'll propose the smallest first step that proves real value — usually within a week.