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Thinking on law,
AI, and practice.

Honest perspectives on what AI means for legal practice — not vendor hype, not fear. What it actually changes, what it does not, and what firms need to do about it.

AI
Article
Legal
AI Tools and Client Data: A Technical Note for Legal Practitioners

A technical follow-up to UKUT 81 (IAC). Explains what open source and public domain mean in their correct technical and legal contexts, sets out the consumer vs enterprise distinction that matters for compliance, covers UK GDPR obligations, legal privilege risk, and how ISO 42001 governance strengthens a firm's position. Co-authored by Naz Keceli and Khiliad Ltd.

By Naz · 14 March 2026
AI
Article
AI is changing jobs. Here is where it is happening, where it is not, and what it means for law.

New Anthropic research shows where AI is actually changing work, not just where it theoretically could. The legal sector faces real exposure in document-heavy tasks, even as courtroom work remains protected.

By Jimmy · 6 March 2026
Article
Legal
When AI Hallucinations Meet the Courtroom

A landmark UK tribunal ruling on AI-generated fake citations sets clear expectations for every regulated profession on verification, supervision, and data handling.

By Naz · 25 February 2026
AI
Article
Taalas HC1 Review: The AI Inference Chip That Changes What Fast Means

The Taalas HC1 hardwires Llama 3.1 8B into silicon and delivers up to 17,000 tokens per second. We tested it. Instant inference is real.

By Jimmy · 24 February 2026
Apprenticeship
Approach
Article
Young Talent: The Hidden Key to Digital Transformation Success

How welcoming our first post A-level apprentice into the team transformed our approach to talent development and sparked new thinking among our clients about the role of young talent in digital transformation.

By Naz · 19 February 2026
Approach
Article
Why Early Scoping Is Essential for Custom Software Projects

Learn why scoping is the most important phase of any custom software project, and how getting it right upfront prevents costly surprises down the line.

By Jimmy · 13 February 2026
AI
Article
AI Readiness in 2026: What Enterprise Failures Teach SMEs About Getting the Basics Right

Enterprise AI failures in 2025 offer a masterclass for SMEs. The winners in 2026 won't move first—they'll move smart.

By Naz · 23 January 2026
Approach
Article
A Guide to Design Thinking

Learn how Design Thinking helps turn early ideas into usable software through empathy, iteration, and user feedback - fast, focused, and no fluff.

By Jimmy · 23 January 2025
Approach
Article
Usable Over Viable: Why MVP Isn’t Enough

MVPs are often misunderstood and misused. This post introduces the Minimum Usable Product (MUP) - a smarter, user-focused approach that drives adoption, reduces rework, and builds products people actually want.

By Jimmy · 9 January 2025
Apprenticeship
Article
Are apprenticeships worth it? Or just a waste of time?

Wondering what step to take after finishing school? Perhaps an apprenticeship might be the choice for you.

By Maciej · 1 October 2024