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Insights

What we've learned.

Reports, working notes, and commentary on AI implementation.

announcement / 8 min read

Meet Howard

Howard is the AI agent inside Transurance, our new workspace for insurance brokers. He does the groundwork on quotes, cover and renewals. Your brokers make the decisions.

Max Beleziakou
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note / 1 min read

Meet Translabour at ITC Vegas 2026

Our founder Max Beleziakou is at ITC Vegas from 29 September to 1 October, meeting insurance teams and talking about where AI saves time in daily work.

Max Beleziakou
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note / 1 min read

What we mean when we say knowledge capture

Most firms think knowledge capture means recording meetings. It doesn't. Here is what it actually looks like.

Max Beleziakou
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note / 3 min read

What a million-token context window actually means

Large context windows sound like a silver bullet. They are not. How you structure what goes in matters more than how much fits.

Dmitriy Petrakov
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note / 2 min read

Context, not prompts, is what makes AI systems work

A year ago, everything seemed to hinge on clever prompts. It does not. Stable AI systems need engineered context: data, memory, tools, rules.

Dmitriy Petrakov
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commentary / 7 min read

From AI assistants to AI executors

The shift from AI that helps you type faster to AI that completes entire tasks changes what it means to be good at your job.

Dmitriy Petrakov
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