Private AI engineering

AI that ships to production,
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OonkoO builds custom AI agents, document intelligence and AI integrations that run on your own servers and use a fraction of the tokens of typical AI tools.

See What We've Shipped

No prep needed. No sales pitch. You talk directly to a senior AI architect.

The Problem

Most AI projects don't fail in the demo. They fail at the invoice, or the security review.

Over%

of agentic AI projects will be canceled by the end of 2027

Gartner prediction

The model is rarely the problem. Projects die because token bills grow faster than the value, sensitive data can't legally leave the building, and the demo was never built to carry real traffic.

Too many agencies wire a public AI API into a nice interface, hand it over and move on. You're left with a prototype your CFO won't fund and your compliance team won't approve.

  • Polished demo built for the pitch

    Production systems built for real users and real load

  • Every request sent to a public AI API

    Runs on your servers, private cloud or air-gapped network

  • Token bills that grow with every user

    Lean, embedding-first design that uses a fraction of the tokens

  • Open-ended billable hours

    Fixed scope, fixed price, agreed success metrics

  • Hand-off and goodbye

    Monitoring, guardrails and support after launch

The cheapest, safest token is the one that never leaves your network, or never gets generated at all.
What We Build

Three ways we put lean, private AI to work.

Private AI Agents & Workflows

AI that does the work, inside your network.

Agents that carry out multi-step tasks and connect to the software you already use. They decide in compact embedding space instead of long text loops, so they use far fewer tokens.

Automate approvals, reporting, data entry and back-office processes
Connect directly to your CRM, ERP, databases and internal tools
Every action logged and traceable, with human sign-off where it matters

Private Knowledge & Document AI

Ask your company's data anything, without sending it anywhere.

Search, chat and document intelligence grounded only in your own files, running on your own servers.

Find answers across contracts, policies, tickets and reports by meaning, not keywords
Classify, extract and flag documents at scale in milliseconds
Respects your existing access rights, so people only see what they're allowed to

AI Cost Cutting & 30-Day MVPs

Lower your AI bill, or launch your first AI product, fast.

We move costly public-API workloads onto lean private models, or build a new AI product on a fixed timeline.

Replace expensive API calls with right-sized models on your hardware
A production-ready MVP in 30 days, not a throwaway prototype
Clean, documented code and models your team owns

Not sure where to start?

Proof of Work

Software engineers first. AI specialists second.

We have spent years shipping custom software that runs real businesses. That's why our AI systems are built like production software from day one: tested, monitored, secured and documented.

There is a lot more where this came from

Custom software and AI across healthcare, logistics, media and enterprise.

See all work
First Steps

Start small, with a fixed price.

No open-ended contracts. Pick a clear first step.

01 / 03

AI Cost & Risk Audit

Review of current or planned AI use, token and cost baseline, data-exposure check, private build plan with savings estimate

1week
02 / 03

Private AI MVP

One production-ready agent or document AI system on your infrastructure, with monitoring and handover docs

30days
03 / 03

Production Build

Full system, integrations, scaling and ongoing support

Scopedafter audit or MVP

Audit fee credited toward your MVP if you go ahead. Success metrics agreed in writing before any build starts.

Low Risk

Your data, your servers, your code, and a fixed price.

Your data never leaves

“Our compliance team will never approve this.”

Everything we build runs on your infrastructure: on-premise, private cloud, VPC or fully air-gapped. No calls to external AI APIs, no training on your data by anyone else. Every prediction is logged and traceable for audits.

Senior architects, not account managers

“Will the senior people actually work on my project?”

Every project is led personally by a senior architect who owns the architecture and is your direct line from discovery to launch. No hand-offs, and no juniors hidden behind a sales team.

Predictable cost, before and after launch

“AI costs are impossible to forecast.”

Fixed-price phases while we build. After launch, lean models on your own hardware mean flat, predictable running costs instead of per-token bills that grow with every user.

You own all code, models and IP
NDA before the first call, on request
Weekly demos of working software, not status reports

Stop renting AI. aB(_d >[vOnE Uud

Every month on a public AI API is another month of rising token bills and data leaving your building. In 30 minutes, we'll look at your use case, estimate what a lean private system would save, and show you the fastest fixed-price path to production.

  • 30 minutes
  • With a senior AI architect
  • No prep, no obligation