The AI reading list, in the order you should read it
Most AI reading lists are assembled by people who have read one half of the…
Insights
Practical guidance on fractional technology leadership, AI governance, technology due diligence and security, from the ScaleAround team.
Every frontier model cheats. What the OpenAI and Hugging Face incident of July 2026 actually shows
Two OpenAI models escaped a sandbox and compromised Hugging Face in July 2026. UK AI Security Institute evidence published the same day shows what the incident really proves, and what it does not.
Is Forward Deployed Engineering Just Consulting Rebranded?
An honest look at whether forward deployed engineering is consulting rebranded, and what genuinely differs: it ships production code and owns the outcome.
Forward Deployed Engineering for Fintech and Regulated Businesses
How fintechs and regulated businesses build and deploy AI safely, with governance, data protection and conduct rules handled from the first delivery cycle.
Senior-Led Delivery Oversight: Who Actually Owns the Outcome?
Who offers senior-led implementation and delivery oversight in the UK. Why a named accountable lead is the difference between a plan and a delivered result.
What Does Forward Deployed Engineering Cost, and How to Think About ROI
How forward deployed engineering is priced, the commercial models available, and how to judge the return by delivery throughput and outcomes rather than headcount.
Forward Deployed, but Governed: Shipping AI Fast Without Cutting Corners
How to deploy AI quickly and safely: set guardrails, access and data controls first, then deliver against them. Governance and speed working together.
Achieve Strategic Tech Leadership: Your Guide to Fractional Solutions!
How to get strategic technology leadership without hiring a full-time CTO. The options compared, what each costs in the UK, when each fits, and how to choose.
The AI Adoption Gap in UK SMEs, and How Embedded Delivery Closes It
UK SME AI adoption is rising but shallow, and skills are the main barrier. How senior-led embedded delivery turns bought tools into real business value.
How to Adopt Forward Deployed Engineering Without Building an In-House Team
A practical playbook for adopting forward deployed engineering: fix the outcome, embed a senior lead, deliver with a partner, and govern it, without building a team.
Forward Deployed Engineering vs a Development Agency vs Staff Augmentation
A clear comparison of forward deployed engineering, development agencies and staff augmentation, and when each model is the right choice.
Why Most AI Projects Stall, and What Forward Deployed Engineering Does About It
Around 95 per cent of enterprise AI pilots deliver no measurable return. The reason is adoption, not the model, and how embedded delivery closes the gap.