Writing & research

White papers

Practical, no-nonsense writing on AI strategy, insurance regulation, and the motor claims and repair industry across the UAE and wider GCC. Free to read online or download.


AI strategy

AI strategy·May 2026·25 min read

Agentic AI in UAE motor claims

On Sunday 3 May 2026, with public announcement the following day, His Highness Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, Crown Prince of Dubai, directed the Emirate's private sector to adopt agentic AI within 24 months.

Regulation & compliance

Regulation·May 2026·14 min read

The CBUAE AI Guidance Note

On 11 February 2026, the Central Bank of the UAE issued the Guidance Note on Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions.

Regulation·April 2026·22 min read

Sanadak: an explainer

The UAE operates a mandatory three-tier dispute resolution system for consumer insurance complaints. Each tier must be exhausted before the next becomes available.

Motor claims & repair

Repair & claims·April 2026·25 min read

UAE motor vehicle repair regulations

This guide consolidates the UAE regulatory framework governing motor vehicle insurance claims, covering repair location rules, depreciation schedules, total loss declarations, claims processing timelines, spare parts sourcing, deductible st…

Repair & claims·April 2026·18 min read

ESMA vehicle workshop quality standards

Reading the confidence labels. Each finding in this brief carries a confidence tag. HIGH CONFIDENCE means multiple independent primary or established industry sources agree and the finding is unlikely to be materially wrong. MEDIUM CONFIDEN…

Repair & claims·February 2026·17 min read

The electric vehicle repair gap

The advice is correct. The pricing assumptions behind it are not. An analysis of claims cost data across approximately 1.26 million vehicle-years of exposure in the UAE, covering both agency (authorised dealer workshop) and non-agency (inde…

Markets

Markets·February 2026·18 min read

The Chinese vehicle question

Insurers are responding with the same question, asked in different ways depending on the meeting room: "How do I price Chinese vehicles?" from the actuary, "What's the claims risk?" from the underwriter, "Do they break more?" from the claim…

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