DerbaTech is an AI engineering company. We design, build and ship custom AI — autonomous agents, RAG platforms, bespoke models and the data infrastructure behind them — engineered to be reliable, secure and fast in the real world.
Technologies we work with
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From first prototype to production at scale — a focused set of services that cover the full lifecycle of an AI system.
Autonomous and human-in-the-loop agents that reason over your tools, data and APIs to get real work done — not demos.
Bespoke models trained, fine-tuned and distilled for your domain — when off-the-shelf APIs aren't accurate, fast or private enough.
Retrieval pipelines and knowledge graphs that ground LLMs in your proprietary content with accurate, cited answers.
The unglamorous foundation that makes AI reliable — pipelines, feature stores, vector databases and MLOps done right.
Text, image, audio and vision capabilities woven into your product with the safety and polish users expect.
Where to start, what to build and what to ignore — a pragmatic roadmap from leaders who ship AI for a living.
The disciplines we combine to ship AI that holds up under real traffic, real data and real scrutiny.
Planner / executor topologies, tool use and stateful long-running workflows.
Hybrid retrieval, re-ranking and grounded generation with citations.
Adapt open and frontier models to your domain, latency and cost targets.
Versioning, CI/CD, prompt management, drift detection and rollbacks.
Detection, segmentation, OCR and document intelligence at scale.
Extraction, classification, summarization and reliable assistants.
Time-series, demand and decisioning models tied to business KPIs.
Automated evals, red-teaming, safety filters and human review loops.
Quantization, batching and GPU autoscaling for low-latency serving.
Figures are representative of typical DerbaTech engagements.
No black boxes. Every engagement moves through the same five stages — so you always know what's happening and why.
We map the problem, data and success metrics — and pressure-test feasibility before a line of code.
A pragmatic system design: models, data flows, guardrails and the path to production.
Senior engineers ship in tight iterations, with you in the loop and working software every sprint.
Quantified accuracy, safety and cost. We don't ship what we can't measure.
Hardened deployment, monitoring and handover — or we run it for you as a managed service.
Plenty of teams can build a demo. We're built to deliver AI that survives contact with production — and with your security team.
We optimize for the system that runs at 3am — reliability, latency, cost and observability are designed in, not bolted on.
Open or frontier, hosted or on-prem — we pick what fits your accuracy, privacy and budget, and avoid lock-in.
Data isolation, access control, audit trails and evaluation pipelines that satisfy security and compliance teams.
No hand-offs to juniors. The people who design your system are the ones who build and ship it.
We adapt to the data, constraints and regulations of your domain — not the other way around.
A few words from the teams we've partnered with. Names withheld for confidentiality.
“DerbaTech took our RAG prototype from a flaky demo to a system our enterprise customers actually trust — with citations, evals and the latency we needed.”
“They were honest about what AI could and couldn't do for us, then shipped an agent that quietly automates a third of our back-office work.”
“The most senior team we've worked with. They owned the data infrastructure end to end and left us with something we can maintain.”
Still unsure of something? Email hello@derbatech.com and a senior engineer — not a sales bot — will reply.
Tell us the problem. We'll propose the smallest first step that proves real value — usually within a week.