Jacobi Empowers Investment Firms with New AI Coding Suite
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Jacobi Empowers Investment Firms with New AI Coding Suite

New tools help teams build and scale bespoke analytics and applications in a secure environment.

3/3/2026
Ali Abounasr El Alaoui
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Global investment technology firm Jacobi Strategies has unveiled its new AI-Assisted Coding Resources, a suite designed to empower investment teams. This launch enables firms to rapidly develop and scale custom analytics and applications within a secure, private environment. The platform integrates with leading AI assistants to streamline the creation of bespoke, production-ready solutions.


Standardizing Development with AI Integration

The new resources from Jacobi standardize the complex development process for investment firms, facilitating unprecedented speed and consistency. Developers can leverage popular AI assistants like GitHub Copilot and Claude Code directly within their secure Jacobi instance. This integration is key to accelerating the creation of sophisticated financial tools.

The suite includes three core features to guide development and ensure quality. Jacobi Rules provide context to enforce architectural and coding standards, while Jacobi Skills offer instructions for common tasks. A secure Model Context Protocol Server allows AI tools to interact safely with Jacobi APIs through natural language.

A Foundation of Security and Governance

Security and governance are central to the new offering, delivered through Jacobi’s Infrastructure-as-a-Service (IaaS) model. Each client receives a private instance with dedicated cloud infrastructure and containerization. This ensures a robust and isolated environment for all development and analytical activities.

This segregated architecture guarantees that all proprietary models and sensitive client data remain within a secure, governed perimeter. By addressing these critical enterprise concerns, Jacobi allows firms to innovate with AI without compromising on security. This approach is crucial for institutional-grade adoption of advanced technologies.

Empowering Investment Teams with Next-Generation Agents

Coinciding with this release is the launch of new Jacobi AI agents integrated directly into the platform. These "next-generation" agents are built to meet the rigorous demands of institutional investment managers. They are designed to execute complex, multi-step workflows where precision and reliability are mandatory.

Combining the AI coding resources with its IaaS enables firms to build, scale, and govern their own custom tools effectively. These tools, from modular analytics to full applications, can be seamlessly deployed across connected workflows. This open-architecture design supports integration with systems both internal and external to the Jacobi ecosystem.

A Strategic Vision for Enterprise AI

According to Tony Mackenzie, Co-Founder and CEO of Jacobi, the goal is to empower investment expertise, not replace it. He stated the platform removes the trade-off between in-house flexibility and enterprise-grade security. This allows teams to build custom solutions without sacrificing governance or control over their intellectual property.

Mackenzie also highlighted the gap between individual AI adoption and secure, enterprise-level implementation. He noted that Jacobi's scalable infrastructure positions it to help firms move beyond prototyping. The technology is designed to facilitate the delivery of robust, production-ready AI solutions at scale.


The launch of Jacobi's AI-Assisted Coding Resources marks a significant step in bridging advanced AI capabilities with the security demands of the investment industry. By providing a governed, open-architecture platform, the company enables firms to build differentiated tools and scale their analytical workflows. This move empowers managers to innovate confidently while retaining control over proprietary data and models.