AI & Software Development Insights
Practical guidance on UK AI adoption, workflow automation, software delivery, and governance. Articles are written for technology leaders who need clear, accountable next steps.
Strategic Technical Perspective
AI Assurance and Responsible AI: The UK Regulatory Approach
The UK has chosen a pro-innovation, sector-led approach to AI distinct from the EU AI Act. Here is what AI assurance under the UK framework actually requires.
Strategic Technical Perspective
FCA Consumer Duty Applied to AI
FCA Consumer Duty applies to AI-driven customer interactions. Here is what the four outcomes - needs, fair value, understanding, support - require for AI in financial services.
Strategic Technical Perspective
The Five UK AI Principles in Practice
The five UK AI principles — safety, transparency, fairness, accountability, contestability — are operationalised by sector regulators. Here is what each requires in practice.
AI• 2 Jun• By Md Ashik Alam
FCA Consumer Duty Applied to AI
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AI• 1 Jun• By Tanishka Raina
Third-Party AI Assurance under the CDEI Roadmap
Read More →AI• 26 May• By Avni Chadha
The Five UK AI Principles in Practice
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AI• 25 May• By Priya Maurya
ICO Data Protection Expectations for AI
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AI• 24 May• By Tanya Singhal
Medical AI under MHRA Regulation
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AI• 3 Jun• By Ankur Singh
AI Assurance and Responsible AI: The UK Regulatory Approach
AI Assurance and Responsible AI: The UK Regulatory Approach The UK has chosen a different path on AI regulation than its closest peers. The European Union has the AI Act, a horizo…
Read More →
AI• 2 Jun• By Md Ashik Alam
FCA Consumer Duty Applied to AI
The FCA's Consumer Duty applies to AI-driven customer interactions just as it applies to human-driven ones. The four outcomes, products and services that meet customer needs, fair…
Read More →
AI• 1 Jun• By Tanishka Raina
Third-Party AI Assurance under the CDEI Roadmap
Demonstrating responsible AI through third-party assurance is increasingly an expectation in the UK regulatory environment, for sector regulator engagement, for customer trust, fo…
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AI• 26 May• By Avni Chadha
The Five UK AI Principles in Practice
The five UK AI principles were established in the 2023 AI Regulation White Paper and have been operationalised through subsequent regulator guidance, sector regulator pra…
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AI• 25 May• By Priya Maurya
ICO Data Protection Expectations for AI
The Information Commissioner's Office regulates data protection across all UK sectors. For AI specifically, the ICO has issued guidance that has matured substantially thr…
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AI• 24 May• By Tanya Singhal
Medical AI under MHRA Regulation
AI in medical contexts is one of the most consequential AI use cases, and one of the most regulated. The MHRA regulates AI as Software as a Medical Device (SaMD), with classificat…
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