Hear the Idea Come to Life

Featuring Richard Wulff (ICISA), Fanny Beaumont & Benjamin Le Forestier.
Shared during the ICISA/FCI/Afreximbank Regional Conference in Abuja.

WHITEPAPER

From buzz to boardroom

What felt futuristic last year is now live in underwriting, claims, and core migrations. This paper shows how small, specialized AI agents work together, under guardrails, to deliver real results (and not just a faster inbox).

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Underwriting,

de-mystified

How agentic stacks do the prep, intake, enrichment, scenarios, policy guardrails, so underwriters get an explainable first pass in minutes.

Claims,

faster & fairer

Turn messy document packs into clean evidence trails, cut cycle times, and reduce leakage, without losing human judgment.

Modernization,

de-risked

A crawler → analytics → phased-plan pattern that turns legacy migrations from months of discovery into days of clarity.

What's next (beyond efficiency)

Portfolio early-warning, contract intelligence, and embedded decisioning that unlock new business, not just cheaper processes.

Make it stick

The 5 pillars to scale safely, Data, People, Architecture, Operating Model, Productization, plus the control stack for when “AI becomes the risk.”

Proof that it's real

65% cut in broker-submission review time (market example).
71% of claims processed in ≤12 hours (industry benchmark).
Weeks -> a weekend: autonomous discovery for migration planning.
An unnamed global carrier called our TCI claims intake “a game changer.”

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proof in production

Who should read this

Underwriting & Claims leaders, CIO/CTOs, Heads of Transformation, and partners building with specialty carriers. If your teams are drowning in admin, or stuck on legacy, this is your field guide.

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About the author

Yvan Saule is CTO at Tinubu. He writes like an engineer and ships like one, this paper is about what works in production, not lab demos.

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