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Custom AI development

When the right AI product doesn’t exist yet, we build it

We translate business requirements into production AI systems: fine-tuned models, retrieval pipelines, agentic workflows and complete applications — evaluated against your data, deployed on your infrastructure, and supported after launch.

Request a pilot on your data

The problem

Why this matters

Pilot purgatory

Demos that never ship

Proofs of concept impress in a meeting and stall before production.

No evaluation

Quality is a feeling

Without benchmarks on your own data, nobody can say whether a model is good enough.

Vendor lock-in

Black-box platforms

Closed platforms own your prompts, data and roadmap.

Local context

Generic models miss it

Azerbaijani language, local regulation and domain vocabulary need deliberate work.

What you get

Capabilities

01

Model fine-tuning & evaluation

Domain adaptation of open models on your data, with evaluation sets and benchmarks built before training starts.

  • Task-specific evaluation sets
  • Fine-tuning vs retrieval trade-offs made explicit
  • Private deployment and serving
02

Agentic workflows

Agents that read, decide and act across your systems — with approval gates, audit logs and cost tracking.

  • Human-in-the-loop by design
  • Tool integrations with your stack
  • Measured per task, not per demo
03

AI product engineering

Full applications from discovery to support — web, API and integrations — including content tools such as human-approved AI avatar video for training and communications.

  • Product discovery and UX
  • Production engineering and MLOps
  • Support and continuous improvement

How it works

From input to outcome

  1. 1 Discovery: the problem, the data and the success metric
  2. 2 Evaluation set built from your real cases
  3. 3 Prototype measured against the evaluation set
  4. 4 Production build, security review and deployment
  5. 5 Handover, monitoring and ongoing improvement

Deployment & trust

Yours to control

You own the result: the code, the evaluation sets and the deployment. Models run on your infrastructure, and every system ships with monitoring and a support plan.

Hosting
On-prem
Languages
AZ · RU · EN
Data egress
None

Who it’s for

Made for the people who use it

Business owners

A product that moves a real metric, with a clear cost to run.

CIOs & CTOs

Private deployment, open components and no lock-in.

Data teams

Evaluation, MLOps and a codebase you can own.

Innovation units

A partner that takes pilots all the way to production.

In oil, gas & energy

Where it applies on the asset

Document-heavy workflows

Automate review of technical submittals, MoCs and inspection reports.

Operations intelligence

Combine sensor, maintenance and HSE data into decision support.

Banking & energy trading

Custom models for risk, compliance and customer operations.

FAQ

Questions

How long does a first production system take?

It depends on scope and data readiness. We agree milestones after discovery; an evaluation-backed prototype usually comes first.

Do we need our own GPUs?

For private deployment, yes — we size and can supply the hardware through our IT practice, or start on a hosted environment you control.

See it on your own data

A pilot runs on your documents, calls or records — measured against criteria we agree up front.

Request a pilot