Fragments to infrastructure, in practice
Mid-Market Private Equity Firm
A mid-market PE firm automated two of its deal team's highest-frequency workflows — NDA redlining and IC memo generation — with AI tools running in its own cloud environment.
Read case studyHealth Benefits Business
A health benefits company needed a near-real-time view across members, brokers, hospitals, carriers, and claims. Paradox Machines mapped the use cases and delivered an architecture the team could implement and own — without a streaming platform it would have struggled to run.
Read case studyFabFitFun
A mid-market consumer e-commerce company lost its head of data. Paradox Machines stepped in with fractional leadership and hands-on engineering to stabilize the team and modernize the stack.
Read case studyInfinity Constellation
An AI-services holding company with eight portfolio companies replaced analyst-dependent reporting with a single, self-serve view into portfolio data — so leadership gets answers in Claude instead of waiting on a request queue.
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