Jacobi Unveils Innovative Investment Management Harness for Institutional Investors

Jacobi Launches the Investment Management Harness

Jacobi Strategies, a pioneer in investment technology, has officially announced the release of its latest innovation, the Jacobi Investment Management Harness or simply, the Harness. This new tool aims to streamline the process from AI prototype to full production workflow, designed specifically for institutional investment teams.

The Harness is built to significantly reduce the time required to develop a prototype of new investment ideas, shrinking this duration from several months to just days. However, despite this rapid development on the prototype side, the transition to actual production has lagged behind. Many investment technologies still depend on traditional methods, with models being executed in spreadsheets and AI prototypes remaining on personal laptops. This situation poses challenges when stakeholders, such as boards, auditors, or regulators, inquire about the specific versions in use, the underlying data, and the approvals obtained—issues that most traditional investment tech simply cannot address.

The Harness was designed to bridge this gap. It acts as a cohesive solution that ensures investment logic is not only developed but also scalable across the entire Jacobi platform. This means that intellectual property generated during the prototype phase can now be seamlessly integrated into meaningful portfolio outcomes. The system is structured into four layers built around a customer-specific entity data model, which includes:

1. Foundation Multi-Asset Platform: This component encompasses portfolio construction, risk analysis, reporting, and integrated AI agents tailored to each company’s processes.
2. AI Workbench: This is a managed development environment directly linked to live portfolio data and production infrastructure.
3. Production Infrastructure: This phase includes private implementations, strict API governance, and comprehensive audit trails ensuring workflows transition into production with clarity and accountability.
4. Forward Deployed Engineering: This involves technical investment experts working alongside investment teams to leverage the AI Workbench, oversee production implementations, and reintroduce systems that are owned and managed by the client.

Tony Mackenzie, co-founder and CEO of Jacobi Strategies, emphasized the importance of the Harness by stating, “The gap between a brilliant investment idea and a live customer portfolio is often measured in months marked by technical debt, governance hurdles, and infrastructure complexity. Jacobi assists firms in bridging that gap by converting proprietary investment insights into scalable, audit-ready solutions that provide measurable value.”

A Closer Look at Jacobi

Established in 2014, Jacobi is recognized globally for offering state-of-the-art investment technology tailored to multi-asset investment teams. Their solutions encompass everything from core portfolio management to AI-driven production infrastructure and dedicated engineering support. The platform operates on an open architecture that allows businesses to integrate their unique coding, modeling, data, and analytics, thus maintaining complete ownership over their intellectual property.

Jacobi's technology is deployed among leading investment organizations worldwide, including some of the largest asset and wealth management firms, pension funds, asset owners, and investment advisors. This reinforces their position as a leader in the investment technology space, continually pushing the boundaries of what is possible with AI and investment management.

For more information, visit Jacobi Strategies.