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iCentric Insights

Software development thinking, industry analysis and project updates from the iCentric team.

Beyond the CV: How Skills-Based AI Is Reshaping UK Hiring

Beyond the CV: How Skills-Based AI Is Reshaping UK Hiring

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Beyond the CV: How Skills-Based AI Is Reshaping UK Hiring

Beyond the CV: How Skills-Based AI Is Reshaping UK Hiring

AI-powered competency matching is helping UK employers cut weeks from their hiring cycles — but getting the most from it requires more than switching on a new tool.

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Edge AI and First-Party Data: The New Personalisation Playbook

Edge AI and First-Party Data: The New Personalisation Playbook

With third-party cookies gone from Chrome, UK brands must rebuild personalisation around first-party data and on-device AI — here's what that means in practice.

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Why Your AI Pilot Isn't Scaling — And What To Do About It

Why Your AI Pilot Isn't Scaling — And What To Do About It

The UK's AI Opportunities Action Plan has settled the 'should we adopt AI?' debate. The harder question now is why so many promising pilots stall before they deliver real value.

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Beyond Rankings: Why AEO and GEO Are Now Central to UK Search Strategy

Beyond Rankings: Why AEO and GEO Are Now Central to UK Search Strategy

With AI Overviews appearing in nearly half of UK search results, optimising to be quoted — not just ranked — demands a fundamentally different technical approach.

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Agentic AI: Why UK Businesses Must Rethink Human Sign-Off Now

Agentic AI: Why UK Businesses Must Rethink Human Sign-Off Now

Autonomous AI agents that chain tasks without human approval are arriving fast. Here's what UK organisations must consider before deploying them in regulated workflows.

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AI Governance on Paper Isn't Enough: The Compliance Gap Costing UK Businesses

AI Governance on Paper Isn't Enough: The Compliance Gap Costing UK Businesses

The ICO's updated AI guidance has shifted the compliance bar. If your governance policies describe controls your systems don't actually enforce, you already have measurable GDPR exposure.

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Why Platform Engineering Is Quietly Replacing 'Everyone Does DevOps'

Why Platform Engineering Is Quietly Replacing 'Everyone Does DevOps'

Mid-sized UK engineering teams are rediscovering the value of dedicated platform teams — and internal developer platforms built on Kubernetes and Backstage are leading the way.

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The SaaS Price Shock Reshaping the Build-vs-Buy Decision

The SaaS Price Shock Reshaping the Build-vs-Buy Decision

With SaaS vendors hiking renewal fees 20–40%, UK mid-market firms are finding bespoke software breaks even faster than ever. Here's what the numbers actually show.

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Beyond the Model Wars: Building LLM-Agnostic Workflows for UK Dev Teams

Beyond the Model Wars: Building LLM-Agnostic Workflows for UK Dev Teams

GitHub Copilot's multi-model shift changes the real question for UK development teams — not which AI to pick, but how to switch between LLMs without accumulating debt.

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Stripe Machine Payments Protocol (MPP) for Agentic Commerce

Stripe Machine Payments Protocol (MPP) for Agentic Commerce

Stripe’s Machine Payments Protocol (MPP) lets AI agents pay for APIs and services over HTTP, shaping the future of agentic commerce.

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Custom GPTs for Business: From Proof of Concept to Production ROI

Custom GPTs for Business: From Proof of Concept to Production ROI

Custom GPTs deliver measurable ROI when built properly. Real-world implementations show 70% time savings in specialized workflows. Here's what works, what fails, and how to implement.

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Navigating AI Compliance: Understanding ISO Standards and the Real Cost of Non-Compliance

Navigating AI Compliance: Understanding ISO Standards and the Real Cost of Non-Compliance

ISO/IEC 42001 is here but most organizations deploying AI remain dangerously non-compliant. With real penalties (up to 7% of global turnover) it's time to ensure responsible AI governance.

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Agentic AI In Construction: From Concept To Real-World Implementation

Agentic AI In Construction: From Concept To Real-World Implementation

What if your construction business could save hundreds of hours in admin — and see full ROI in just 30 days? Here's exactly how we achieved that for a UK Construction Group client.

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Transformative Benefits of AI Automation

Transformative Benefits of AI Automation

With 78% of enterprises having adopted AI by 2025 and delivering an impressive £2.67 ROI per £ invested, AI automation isn’t just a trend—it’s a fundamental shift in how successful companies operate.

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