Jacobi Strategies Launches Advanced AI-Assisted Coding Resources
San Francisco, February 26, 2026 – Jacobi Strategies, a prominent player in the investment technology arena, has today unveiled a robust suite of AI-assisted coding resources. These tools are strategically designed to facilitate investment teams in swiftly building and standardizing custom analytical and application solutions within a secure environment.
Enhancing Development with AI
Jacobi's latest offerings allow investment firms to streamline their development processes, enabling them to create complex, production-ready solutions faster and with greater consistency than ever before. With tools such as GitHub Copilot, Cursor, and Claude Code now integrated into their secure platform, developers can harness the power of cutting-edge AI assistants to enhance their work.
Key Features of Jacobi's AI Resources:
- - Jacobi Rules: This feature ensures that AI-generated code aligns with Jacobi's recommended architectural frameworks and coding standards, offering essential global context for development.
- - Jacobi Skills: Provides users with procedural, step-by-step guidance for common tasks, including plugin creation, internal data querying, and the implementation of complex modeling.
- - Jacobi Model Context Protocol Server: Serves as a secure bridge that permits AI tools to interact seamlessly with Jacobi's APIs, allowing for natural-language prompts to explore data schemas and control platform actions.
Commitment to Security and Governance
The deployment of these AI capabilities is underpinned by Jacobi’s Infrastructure-as-a-Service (IaaS). Each client is provided with a private instance, featuring cloud infrastructure, horizontal scaling, and dedicated containerization. This design ensures that proprietary models and data are securely maintained.
Introducing Next-Gen AI Agents
Alongside these resources, Jacobi is also rolling out new AI agents directly integrated within their platform. Tailored for the demanding requirements of institutional managers, these agents facilitate the execution of intricate workflows that require a high degree of precision.
Firms leveraging the combined power of Jacobi's AI-assisted coding resources and IaaS can swiftly develop, scale, and govern tailor-made tools. The capabilities offered include Jacobi Graph Scripts for modular analytics and full-scale applications that can be deployed across connected workflows, whether within Jacobi’s ecosystem or externally.
Open-Architecture and API-First Design
This newly launched suite reinforces Jacobi's dedication to an open-architecture, API-first design approach. Clients can seamlessly integrate Jacobi-driven tools into broader enterprise systems while retaining full control of their intellectual property.
Tony Mackenzie, Co-Founder and CEO of Jacobi, expressed, "Our AI-assisted coding resources are meant to enhance, not replace, the expertise of investment professionals. By offering a secure framework for custom analytics and applications, we effectively bridge the gap between in-house adaptability and enterprise-level security. There is still a substantial divide between individual AI adoption and enterprise-scale utilization, which necessitates stringent oversight over standards and security. Jacobi is uniquely positioned to assist firms transitioning from mere prototyping to delivering robust AI solutions."
About Jacobi
Jacobi is at the forefront of providing secure and private investment technology that allows firms to leverage cutting-edge AI to enhance portfolio construction, analytics, and investment workflows. Their technology, characterized by an open architecture framework, empowers numerous leading investment managers worldwide to create bespoke tools and models grounded in a strong, investment-specific data structure.
To further explore Jacobi's AI-Assisted Coding resources, visit
Jacobi's AI Assistance.