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Jacobi launches the Investment Management Harness, a governed path from AI prototype to production

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Jacobi launches the Investment Management Harness, a governed path from AI prototype to production

Jacobi Strategies announced the launch of the Jacobi Investment Management Harness (the “Harness”), giving institutional investment teams a governed route from proprietary AI prototype to production workflow.

AI has cut the time it takes to prototype a new investment idea from months to days. What has not kept pace is the path to production. Models still run in spreadsheets, and AI prototypes still sit on personal laptops. When a board, auditor or regulator asks which version is live, what data it used and who approved it, most investment technology stacks cannot answer. The idea is no longer the constraint. The infrastructure that carries it is.

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The Jacobi Investment Management Harness is the connective tissue that scales a firm’s investment logic across the Jacobi platform, so its intellectual property does not stay in prototype but powers portfolio outcomes. It packages what Jacobi has delivered for over a decade, accelerated now by AI, into four layers on one client-specific entity data model:

“The distance between a brilliant investment idea and a live client portfolio is often measured in months of technical debt, governance hurdles and infrastructure complexity. At Jacobi, we help firms bridge that gap, turning proprietary investment thinking into scalable, audit-ready solutions that create measurable value for clients.”

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