Field notes on AI, security, and technology strategy.
Practical, no-hype writing across applied AI and data, identity-first cybersecurity, and the executive strategy that ties technology to the bottom line.
PropTech's Automation Gap: Getting AI to the NOI Line
Property teams adopted AI fast, but only ~8% have fully automated a process. In 2026 AI adopters expect 31% portfolio growth against 12% for everyone else. How to close the gap.
A Microsoft Copilot Rollout Checklist
Rolling out Microsoft 365 Copilot successfully isn't about switching it on — it's the prep, governance, and adoption around it. A practical, step-by-step rollout checklist.
What a Fractional CTO Costs — and When It Pays Off
"How much does a fractional CTO cost?" is the wrong first question. Here's how fractional and interim CTO pricing actually works, where the ROI comes from, and when it pays off.
How to Choose a Cybersecurity Partner (Mid-Market)
Mid-sized firms need serious security without a Fortune-500 budget or fear-selling. A practical buyer's guide to choosing a cybersecurity partner that fits — what to look for and the red flags.
How to Choose an Enterprise AI Consultancy
The AI consultancy market is crowded and noisy. A practical buyer's checklist for telling substance from hype — what to look for, the red flags, and the questions to ask before you sign.
Operational AI for Aviation and Logistics
In aviation and logistics, AI earns its keep on the operational front line — coordinating complex schedules and catching faults before they cause downtime. Two proven patterns, and where they pay off.
Why Offshore Teams Underperform — and the Operating Model That Fixes It
Offshore teams fail on the operating model, not the day-rate. Here's what actually drives offshore team productivity — the delivery lead, the right metrics, incentives that motivate, and the retention that compounds.
Microsoft Copilot, Done Right: Enablement and Governance
Most organisations already pay for Microsoft Copilot and Power Platform — and get a fraction of the value while quietly taking on risk. The two disciplines that fix both: enablement and governance.
AI Reconciliation for Finance and Property Teams
Matching statements, invoices and payments by hand is the classic finance bottleneck — and a near-perfect fit for AI. How reconciliation automation works, and where it pays off for finance and property operations.
A Digital Transformation Roadmap That Actually Ships
Most digital transformation stalls in slideware. A roadmap that ships sequences by value, delivers in thin increments to production, and funds the next win from the last.
Zero-Trust for the Mid-Market, on a Real Budget
Zero-trust isn't an enterprise megaproject or a product you buy — it's a strategy you adopt in steps, often with tools you already own. A practical mid-market playbook.
Interim CTO: When (and How) to Bring One In
Senior technical leadership at a key inflection — without the full-time cost. When a fractional or interim CTO makes sense for a mid-market firm, and how to engage one well.
Starting Your Post-Quantum Cryptography Migration
Quantum computers will break today's encryption, and 'harvest now, decrypt later' makes it a 2026 problem — not a 2035 one. A practical first-steps guide to PQC migration.
Predictive Analytics for Manufacturing & Logistics
Manufacturers and logistics operators sit on more operational data than almost anyone — and use less of it. Here's where predictive analytics pays off first in 2026, and how to start.
Tech Debt vs. Tech Equity: A CFO-Friendly Framework
Not all technical debt is bad, and not all new tech is an asset. A plain-English framework for treating your technology estate like a balance sheet — and deciding what to pay down versus invest in.
Identity-First Security: An ITDR Primer
In 2026 the perimeter is identity, and most breaches start with a stolen login — human or machine. A plain-English primer on ITDR and why it now matters to the mid-market.
Agentic Workflow Automation, in Practice
Copilots answer; agents act. In 2026, the value is in multi-step workflows that run themselves — safely. Here's how to design agentic automation that reaches production.
The FinOps of AI: Proving ROI in 2026
AI budgets are under scrutiny in 2026. Only a minority of firms report significant returns. Here's how to measure, control, and defend the economics of AI.
Your Data Is Your AI Ceiling
In 2026, RAG and agents put 100% of the performance burden on your data. Most failures are freshness and consistency — not clever retrieval. Here's how to raise the ceiling.
AI Governance Is Now a Board Problem
The EU AI Act's high-risk deadline moved to late 2027, but the obligations didn't disappear. A pragmatic 2026 governance playbook for enterprises.
Right-Sized AI: The Small-Model Shift
In 2026, smaller language models are quietly winning enterprise work — cheaper, faster, private, and good enough. Here's when to reach for small over large.
Closing the 2026 AI Production Gap
Most AI pilots never reach production. Here's why the pilot-to-P&L gap is widening in 2026 — and the operating model that actually closes it.
The 2026 Executive Guide to Agentic AI
Agentic AI moves from chat to action — systems that plan, use tools, and complete multi-step work. Here is what leaders need to know to adopt it safely and profitably in 2026.
Cutting Operational Costs by 60% Without Cutting Corners
Cost reduction and quality are usually framed as a trade-off. With the right strategy — and the right use of automation and global talent — they don't have to be.
From Pilot to Production: The MLOps Checklist That Actually Matters
Most machine-learning projects die in the gap between a promising notebook and a reliable production service. This is the checklist we use to cross it.
Grounding Generative AI in Your Own Data: A Practical Guide to RAG
Retrieval-augmented generation is the difference between a chatbot that hallucinates and an assistant your teams actually trust. Here is how we build RAG systems that hold up in production.