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Gyorgy Bolyki. AI that fits how your business runs.

I run the AI adoption side of Magrathean alongside the IT consultancy. My work focuses on agentic AI in real codebases — Codex, Claude Code, MCP, GitHub Copilot — with the discipline of someone who has also had to keep a regulated Microsoft 365 estate audit-ready.

Practice areas

Tooling, workflow, identity and review stay in one conversation.

What I help with

  • Agentic coding workflows in Codex and Claude Code
  • GitHub Copilot rollouts on regulated estates
  • Custom Model Context Protocol (MCP) servers
  • Eval suites for codebase-specific agent use
  • CLI checks and review discipline
  • M365 + identity guardrails around AI tooling

Tools I set up

Results from in-house IT

The same controls work that AI rollouts depend on, measured before and after.

What changed when I ran IT in-house
Intune device compliance
  • Before72%
  • After96%
Phishing and data-exposure incidents a day
  • Before25–30
  • After12
From my in-house IT roles before Magrathean, where I also took the organisation through Cyber Essentials Plus first time. More about my background.

Why the work is needed now

UK business use of AI has nearly tripled since late 2023, and the controls around it have to keep pace.

35%of UK businesses with 10 or more staff used at least one AI technology in June 2026, up from 12% in late 2023
Businesses using AI, by quarter
  • Sep 2023: 11.9%
  • Dec 2023: 11.8%
  • Mar 2024: 13.8%
  • Jun 2024: 14.8%
  • Sep 2024: 17.8%
  • Dec 2024: 18.2%
  • Mar 2025: 20.6%
  • Jun 2025: 25.1%
  • Sep 2025: 27.2%
  • Dec 2025: 28.7%
  • Mar 2026: 32.1%
  • Jun 2026: 34.9%
Source: Artificial intelligence in UK businesses: 2023 to 2026 (opens in a new tab), Office for National Statistics, July 2026. UK businesses with 10 or more employees unless stated.

Start with one workflow

The AI readiness score helps separate a useful pilot from a tool-first project.

Score the workflow

Why one operator helps

  1. 01

    Hands-on

    Hands-on across the full agent stack, not a vendor reseller.

  2. 02

    Context-aware

    Carries the M365 and identity context, so the rollout is not split across two consultants.

  3. 03

    UK-based

    Watford-based, mostly remote across UK SMEs and engineering teams.

Questions teams ask first

Do you only work with engineering teams?

No. The AI practice starts with a business workflow and can cover sales, operations, finance, HR, support and leadership alongside engineering use cases.

Why include Microsoft 365 security in an AI rollout?

Identity, device trust, sharing and data boundaries determine what an AI workflow can safely reach. Those controls are part of the rollout, not a separate afterthought.

Keep exploring

Work with me directly.

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