Bukhari Consulting

AI training for teams, UK

Practical AI training from production practice, not slideware.

Your teams learn the tools from an engineer who uses them daily to deliver systems where being wrong has consequences.

Book a conversation

Delivery record

NHS
National healthcare
Rolls-Royce
Aerospace airworthiness compliance
Ardonagh
Regulated financial services and insurance

Two training tracks

One for the whole business, one for the engineers. Both taught with tools that have been used in anger.

AI Foundations

For non-technical teams

Confident, safe daily use of AI assistants and agentic desktop tools in ordinary office work.

  • Drafting, summarising, research and analysis that stands up to scrutiny
  • Where these tools genuinely help and where they fail
  • Spotting fabricated information before it reaches a client or a decision
  • Handling company and personal data safely under UK GDPR
See the AI Foundations outline

AI Engineering

For developers

Effective use of AI coding tools in a real codebase, with the review discipline that keeps generated code safe to ship.

  • Agentic coding tools in the terminal and the editor, on large existing codebases
  • Scoping tasks and managing context as work grows
  • Reviewing and testing generated code properly rather than accepting it
  • Security, licensing and data implications of sending source code to a model provider
See the AI Engineering outline

Responsible adoption, taught properly

Most training stops at prompting. In a regulated business the harder questions are what goes in, how output is checked, and who is accountable.

What can safely go in

Clear rules on client data, personal data and source code, mapped to UK GDPR and your own obligations, so staff know what must never be pasted into a chat window.

How output is verified

Verification habits that catch fabricated citations, invented APIs and plausible but wrong reasoning before the output carries any weight.

What a sensible policy says

A workable internal AI policy: approved uses, prohibited uses, record keeping and escalation, written in language your teams will actually follow.

Delivery formats

  • On-site workshops

    A day or two with the team in the room, working on their own tasks.

  • Remote sessions

    Shorter live sessions for distributed teams, delivered in sequence.

  • Multi-week programmes

    Training spread across several weeks so habits are practised between sessions.

  • Team-specific sessions

    Built around the client's own tools, codebase, documents and workflows.

Usman Bukhari

Usman is a senior AI engineer. He builds production LLM pipelines and agent systems used inside healthcare, aerospace compliance and regulated financial services.

The training is drawn from that work. Every technique taught has been applied under review, audit and deadline, not demonstrated on a toy example.

Read the full backgroundGitHub profile

Book a conversation

Tell us about your team and we will suggest a shape for the training. Or email usman@bukhariconsulting.co.uk directly.