3 companies have fixed this with AI, most of them in Financial Services and Technology & Software. 1 of the 2 that disclosed a timeline was live inside two months; the longest took 2–4 months. Built mostly as decision support & scoring, on Claude (Anthropic). 2 builders in the Pluris network have done it.
A VC-backed acquirer was evaluating a B2B SaaS target whose AI/ML capabilities represented a material part of the investment thesis.
Ecliptic's investment team lacked deep technical AI expertise to properly evaluate a target from a technology perspective, and had no systematic framework for assessing.
A private equity firm was evaluating an acquisition of a healthcare AI company, a target that looked compelling on revenue but carried hidden risks standard due.
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