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NewsJune 23, 2026· 2 min read

Insait COO on conversational AI market and where customers are stuck

Ilan Flax, chief operating officer of Insait, outlines how the company views TAM, customer needs, and its competitive position in conversational AI. A CB Insights executive Q&A.

Our Take

An executive interview without product claims, benchmarks, or customer metrics is a market-sizing exercise, not a news story—useful only if the TAM thesis or customer pain point is new.

Why it matters

Insait operates at the intersection of conversational AI and another high-growth sector, but the source does not specify which one or what customer problems it claims to solve. Practitioners need specifics to assess whether the company's thesis matches their own roadmap priorities.

Do this week

Product leads: read the full CB Insights interview (paywall) to extract Insait's specific customer persona and pain point before deciding whether conversational AI positioning affects your own GTM strategy.

Insait COO outlines market and positioning

Ilan Flax, chief operating officer of Insait, spoke to CB Insights research in June 2026 about how the company views its addressable market, customer needs, and competitive differentiation. Insait operates at the intersection of two high-growth markets, one of which is identified as conversational AI.

The interview covers market definition, TAM estimation, and how Insait fits within its competitive landscape. CB Insights publishes the full conversation behind a paywall in its research library.

Executive framing rarely reveals customer truth

Market-sizing and positioning statements from vendor leadership serve the company's narrative, not the practitioner's buying decision. Insait's COO framing of a TAM at the intersection of conversational AI and an unnamed second market is too abstract to guide budget allocation or vendor evaluation without specifics on which vertical, which customer persona, and which acute pain point the company actually wins on.

Conversational AI itself is now table stakes in enterprise software; the differentiation lives in the second dimension (customer segment, use case, cost model, accuracy threshold). The source does not expose that dimension.

Verify the second-order specifics

If you are evaluating Insait or competitors in this space, the CB Insights paywall interview may contain the specific vertical, customer type, or pain point that justifies a TAM claim. Request the full text from CB Insights or ask your Insait contact directly: which customer segment generates 80% of your pipeline, and what is the job they hire you to do that competitors do not?

Generic conversational AI positioning is not a differentiator. The answer to that second question determines whether Insait fits your stack.

#Enterprise AI#Agents#LLM
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