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Jacobi's Investment Management Harness: Bridging Ideas and Execution

On October 28, 2026, Jacobi Strategies officially launched its latest innovation, the Jacobi Investment Management Harness, a pioneering tool aimed at institutional investment teams looking to streamline their operations. Often, the journey from a groundbreaking investment idea to an actual client portfolio can be hindered by various roadblocks, including technical debt and complex governance requirements. With the new Harness, Jacobi seeks to mitigate these issues, enabling investment teams to move swiftly from AI prototypes to fully operational workflows.

The Need for Transformation

The rapid advancement of AI has drastically shortened the time required to develop new investment prototypes—what once took months can now be achieved in just a few days. However, as the technology evolves, there remains a significant gap in infrastructure that continues to rely on outdated practices. For example, many models still operate on spreadsheets, and AI prototypes are often confined to personal laptops. This disjointed approach raises questions during audits about data sources, approvals, and version control.

What is the Investment Management Harness?

The Investment Management Harness by Jacobi serves as a connective tissue, allowing companies to scale their investment logic seamlessly across Jacobi's robust platform. The goal is to ensure that innovative ideas do not stagnate in prototype form but rather enhance portfolio outcomes. The harness encompasses several key features structured into four distinct layers:

1. Multi-Asset Foundation: A client-specific data model underpins tools for portfolio construction, risk analysis, reporting, and integrated AI agents.
2. AI Workshop: This governed development environment is linked to real-time portfolio data and the production infrastructure.
3. Production Infrastructure: Private deployments, API governance, and comprehensive audit trails, ensuring a smooth transition of workflows into production with deterministic outcomes ready for audit.
4. Field Engineering: Technical investment experts work closely with investment teams to develop and operationalize solutions on the AI platform, ensuring that clients have ownership of their systems.

Bridging the Gap

According to Tony Mackenzie, co-founder and CEO of Jacobi Strategies, the time-to-market for new investment ideas is often burdened by technical complexities and governance obstacles. He states, "At Jacobi, we help firms bridge this gap by turning their intellectual investment thought processes into scalable and audit-ready solutions that deliver measurable value to their clients."

About Jacobi Strategies

Founded in 2014, Jacobi Strategies is a global technology provider for multi-asset investment teams. The company's open architecture platform offers secure and private deployments that can be enhanced with custom code, models, data analytics, and applications, granting investment teams complete ownership of their intellectual property. Jacobi's solutions cater to a wide array of prestigious investors worldwide including major asset managers, pension funds, asset owners, and investment consultants.

With the introduction of the Investment Management Harness, Jacobi is positioning itself at the forefront of the rapidly evolving financial technology landscape. For more information, see Jacobi Strategies.