News

The latest from Subcontext

Product launches, engineering write-ups, and notes from the field on putting AI assistants to work in financial services.

Articles

Newest first.

Artwork for Alain's "Adverts on ChatGPT will change protection distribution" article
Industry

Adverts on ChatGPT will change protection distribution

OpenAI's 16 September announcement unveils a new, AI-native advertising format: instead of sponsoring keywords and sending people to a website, brands sponsor and start conversations: a shift from cost-per-click to click-to-chat. For protection, where cover is bought around life events, that moves the point of interception from Google to inside ChatGPT, and hands the brand a consumer who has already talked through their situation.

Alain Desmier

Alain Desmier

September 17, 2026 · 5 min read

A tidy desk with a laptop, notebook, and a coffee cup
Industry

What will the first AI life insurance broker look like?

Most visions of an "AI broker" just bolt a chatbot onto today's sales process, aiming to get the consumer onto the phone. The more ambitious possibility is that natural language reverses the direction of the whole market: the conversation begins with the consumer's circumstances, and the product, process and provider assemble around them. A look at what the first real AI life insurance broker will actually be: always available, escalating to humans when needed, built around the Consumer Duty, and reshaping the relationship between protection need, intention and process.

Alain Desmier

Alain Desmier

September 08, 2026 · 6 min read

Artwork for Alain's "The AI protection distribution race is underway" article
Industry

The AI protection distribution race is underway

Aviva has fired the starting gun. Alain Desmier on what AI-native distribution means for protection: closing the conversation gap, AI as a direct distribution channel, shorter and more flexible products, and the bravery it will take to win.

Alain Desmier

Alain Desmier

June 25, 2026 · 5 min read

A woman arranging a protection policy through an AI conversation
Industry

AI will create millions of new protection policies

Around 31 million UK adults hold no pure protection product, and 18 million have never actively considered their protection needs. The protection gap in 2026 is a conversation gap, and conversational AI, which more than half of UK adults now use, is the technology that will finally close it.

Alain Desmier

Alain Desmier

June 11, 2026 · 4 min read