ecosystem / companies / chisel-ai

Chisel AI

Chisel AI was a Toronto company that used natural-language processing to read unstructured commercial insurance documents hundreds of times faster than a human. Founded in 2015 by Ron Glozman, it counted Zurich among its customers and filed an assignment in bankruptcy in April 2022.

No longer operating — Filed an assignment in bankruptcy 2022-04-19, trustee MNP. A February 2022 term sheet stalled when the lead investor's round did not close; no acquirer was found. Not acquired.

InsurtechTorontoFounded 2015
100s×faster than a human at reading unstructured insurance dataCoverager 2022-06-01

The people

What they build

Chisel NLP engineExtracted structured data from commercial insurance policies, submissions and quotesProduct page ↗

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Working at Chisel AI

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On the TechTO stage

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About

Chisel AI applied NLP to commercial insurance underwriting and placement, extracting structured data from policies, submissions and quotes. It signed a term sheet in February 2022, but the lead investor's round stalled; the company explored an acquisition, found no buyer, and filed an assignment in bankruptcy on 19 April 2022 with MNP as trustee. Colin Toal was CTO.

Backers

Funding figures conflict sharply across sources and no investor names were confirmed

Some figures are founder-stated, not independently confirmed

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Quick answers

What did Chisel AI do?

It used AI and natural-language processing to read unstructured commercial insurance documents — policies, submissions, quotes — and turn them into structured data for underwriting and placement.

What happened to Chisel AI?

It filed an assignment in bankruptcy on 19 April 2022 after a signed term sheet stalled and no acquirer was found. It was not acquired.

Who ran Chisel AI?

Ron Glozman founded it and was CEO. Colin Toal, who spoke at TechTO in 2021, was CTO.

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Maintained by TechTO · facts sourced and dated · last reviewed Jul 20, 2026