Thinking out loud.
Honest perspectives on software, AI, and technology decisions. No thought-leadership fluff. Just things we’ve learned building software for businesses that care about getting it right.
I am dictating this article on my phone. Here is why that matters for your business.
A personal account of how to get significantly more value from AI tools that most businesses already pay for, covering Projects, prompt libraries, voice input with Wispr Flow, phone camera document scanning, and connectors.
What does custom software actually cost in the UK?
A plain-English guide to custom software pricing in the UK. Covers the difference between fixed-price and time-and-materials models, what drives cost, a full price range breakdown, and a checklist of questions to ask before signing a contract.
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.
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.
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.
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.
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.
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.
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.
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The pieces we found genuinely useful, the ones we wrote, and the occasional sharp observation about where software is heading. Built for operators who’d rather skim than scroll.
