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Insights. Engineered.

Practitioner-led writing on construction intelligence.

A branching flow diagram showing a question moving through intent detection, retrieval, and grounded response stages

The part of an AI agent that actually does the thinking

An AI agent isn't a chatbot with a better prompt. The real work happens before it ever generates a word, in deciding what to look up and whether it knows enough to answer.

Amin BayatpourJun 12, 2026 · 7 min read

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A schedule slip and a linked document trail converging into a detected, scored claim event in Storia.

Product update

Claim events, found while the trail is warm

Most events that could become claims never do, because no one finds them in time. The new Claim module detects them from your schedule delays, links the document trail, and scores how strong each one is.

Guillaume Ah-kiJun 9, 2026 · 3 min read

A schematic showing the Impact Map, a timeline report linking to a source document, and a chat panel

Product update

A sharper Impact Map, faster sources, smarter claims

What's new in Storia: search that suggests where to look, document matching that understands scope, claim numbers we trust more, one-click links to original sources, and a chatbot that knows what page you are on.

Fabrizio Rodin-MironMay 21, 2026 · 6 min read

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Insights. Engineered.

The part of an AI agent that actually does the thinking

Product updates

Claim events, found while the trail is warm

A sharper Impact Map, faster sources, smarter claims

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