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    Practice 05

    Bespoke AI for Portcos

    PE-grade AI, built for value creation

    The work

    Auditable, explainable AI applications that move the needle on the value-creation plan — not science projects.

    Most portco AI is a demo that never reaches production. We build the opposite: bespoke AI applications scoped to a specific value-creation hypothesis, engineered to PE governance standards, and documented to survive the next Tech DD. Every decision the model makes is logged, explainable and defensible to regulators, auditors and acquirers.