One Platform.
Smarter Investing.

The first AI-powered development and data science platform tailored for quantitative researchers and data scientists, transforming investment management workflows.

The future of investment management is here. From idea to product within seconds—discover how you can augment the capabilities of your existing data scientists and researchers.

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Featured Read:

Graph-Based Strategies To Drive Smarter Asset Management

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The Main Sequence Platform is an AI-powered developer platform designed to accelerate investment decisions by empowering quantitative and data science teams with AI-driven development.

Centralize Investment Workflows

Cloud-based developer pods can be spun up with just one click. Research, reporting, risk management, and compliance can be centralized and managed within a single platform, all leveraging the same source of truth.

Supercharge Investment Research

Streamline research, operations, and portfolio management by seamlessly interacting with AI agents across the value chain. Create faster and more integrated research that can transform into value faster.

Increase Collaboration

Share and collaborate faster with reproducible environments. Drastically reduce IT overhead by empowering portfolio managers and researchers to own the full lifecycle of investment strategies.

THE MAIN SEQUENCE PLATFORM

Start with an Idea

And let our Agents work it for you. From Core Investment Research to Regulatory Automation Everything in Prompts.

Core Investment Research

Accelerated Investment Research Workflow
Enable researchers to rapidly develop, validate, and deploy sophisticated quantitative models directly within a unified environment. Access diverse data sources, computational resources, and flexible scheduling to accelerate research ideas into actionable strategies.
Build me a signal that implements a regime-switching model similar to Ang and Timmermann (2012). It should be multivariate and utilize data from FRED. Then, create a new portfolio that dynamically switches between low-risk and high-risk portfolios.
Name this portfolio 'Switching Model,' update it daily at 3:00 AM, and send a risk report to the distribution list at risk@main-sequence.io

Data Pipelines and ETL Workflows

Accelerate your data workflows with automated pipeline introspection and unified visibility:
Instantly assemble, monitor, and manage robust data pipelines without manual integration—allowing you to focus on insights rather than infrastructure.
I just subscribed to the CoinMarketCap API. Please build me a TimeSeries that uses their Market Cap endpoint to calculate the market capitalization weights for each cryptocurrency listed under my "investable tokens" category. Additionally, create a job that runs this TimeSeries every day at 3:00 AM

Quantitative Trading & Execution

Accelerate Quantitative Trading Strategies with Real-Time Insights
Rapidly integrate sophisticated quantitative analytics directly into your trading workflows, enabling timely reporting and execution analysis. Automate performance tracking, swiftly identify inefficiencies, and make informed trading decisions in real time.
Build me a report that get all my portfolios under the category “Internal Execution” and for each of the trades each portfolio during the last 24 hours make a Transaction Cost Analysis Report that calculates Shortfall ,Slippage, and tracking error of each fund vs the backtesting and live portfolio send an email to the distribution list research@main-sequence.io . assign this report to a job that runs every day at 6 pm

Machine Learning and Advanced Analytics

Unlock Scalable Machine Learning Integrations
Effortlessly integrate advanced machine learning models into existing data workflows, streamlining deployment from experimentation to production at scale. Enable seamless execution of sophisticated analytics, ensuring models remain performant, accurate, and responsive across diverse use cases.
Build me a time series that uses my compiled boosted-tree model stored in ./model.txt. Make it dependent on the time series featuresHASH, schedule it to run every day at midnight, and allocate 24 CPUs and 2 GPUs.

ESG and Responsible Investing Analytics

Proactively Manage ESG Risk and Compliance:
Automate ESG monitoring across all managed portfolios, instantly detecting exposures exceeding predefined thresholds. Facilitate immediate, actionable recommendations to optimize portfolio alignment with sustainability goals, without compromising investment objectives or risk profiles.
Build me a script that retrieves all our managed accounts and their positions, then calculates the overall ESG score using our score calculator library. If any account has a score above X, send an email suggesting a position change that maintains a similar beta but reduces the ESG score.

Performance Reporting and Visualization

Gain Real-Time Visibility with Automated Performance Insights:

Automatically track critical portfolio metrics like CVaR, VaR, and Expected Exposure, transforming complex risk analytics into intuitive, actionable visualizations. Deliver timely alerts and transparent reporting, empowering teams to swiftly respond to risk and performance dynamics.
Create a script that retrieves all my portfolios categorized as "live" and calculates the CVaR, EE, and VaR. Make the code distributed with a maximum of 10 CPUs. Assign the script to a job named "Live CVaR" and schedule it to run every 5 minutes. If any portfolio has a CVaR greater than X, send an email to the distribution list trading@main-sequence.io.

Collaboration and Knowledge Sharing

Accelerate Team Collaboration through Interactive Knowledge Sharing:
Enable effortless collaboration across your organization with interactive, shareable analytics tools. Instantly distribute sophisticated analyses and visual insights, promoting transparency and informed decision-making at every level.
Build me a Voilà notebook that includes a widget to select any portfolio under the "Research Equity" category. Once a portfolio is selected, the notebook should generate a performance attribution graph and factor exposure analysis. Share this notebook with everyone in the organization.

Compliance and Regulatory

Simplify Regulatory Compliance through Automated Reporting:
Automatically generate detailed compliance reports aligned with regulatory standards, such as MiFID II, across all accounts and transactions. Streamline reporting workflows, reduce operational risks, and ensure timely, accurate submissions to regulators and internal compliance teams.
Build me a script that gathers all trades across all accounts and constructs a MiFID II Transaction Report. Send the report via email to regulator@xxx and supervision@main-sequence.io. Assign this script to a job that runs daily at 4:00 PM.”
THE MAIN SEQUENCE PLATFORM

Organize Research and Workflows in Projects Efficiently

The Main Sequence platform provides powerful project management capabilities that help you organize, maintain, and structure your work to build at unprecedented speed.
1
Project Creation
Quickly set up new investment strategy projects with intuitive organization tools and templates.
2
Team Collaboration
Invite team members to contribute to projects with role-based permissions and real-time collaboration features.
3
Version Control
Track changes, compare versions, and maintain a complete history of your investment strategy development.
4
Resource Managment
Manage your resources—CPUs, GPUs—and schedule jobs with just one click.
5
Deployment
Move from development to production with automated testing and seamless deployment processes.
THE MAIN SEQUENCE PLATFORM

Data Pipelines Are Automatically Generated

Do not waste time connecting things—our Asset Management as Code Framework will automatically build and maintain your data pipelines, allowing you to focus on investment insights rather than infrastructure.
1
Data Source Integration
Connect to multiple financial data sources with pre-built connectors and automated authentication.
2
Transformation & Cleaning
Apply intelligent data transformations and quality checks to ensure your investment data is accurate and ready for analysis.
3
Storage & Retrieval
Store processed data in optimized formats with high-performance retrieval for your investment models and analytics.
4
Monitoring & Alerts
Automatically monitor data pipeline health with intelligent alerts for any issues or anomalies.
THE MAIN SEQUENCE PLATFORM

All Your Work Is Integrated With the Main Sequence Investment Management System

Control and monitor the full lifecycle of an investment strategy from data to research and all the way to transaction cost analysis. Our integrated system provides seamless workflows across all stages of the investment process.

An AI-Native Open Platform for Asset Managers

AI-Native Asset Management Platform: Empower your team with pre-built cloud instances for all asset management workflows. Unified with shared repositories, seamlessly build, test, trade, and monitor investment strategies in seconds.
Cloud Based

A cloud-native platform for seamless portfolio management with pre-configured environments, scalable tools, and secure pipelines to optimize workflows from development to execution.

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Software Ecosystem

A purpose-built software ecosystem for modern asset management, enabling agent-driven workflows, AI integration, and scalable data management.

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Open Core Platform

The Main Sequence Platform and SDK offer isolated environments, seamless data interaction, and agent-driven development, empowering developers and researchers to innovate and advance investment strategies efficiently.

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AI Native

Our AI-native systems and agent-driven workflows transform asset management, cutting workflows from months to seconds and setting new standards in efficiency, productivity, and impact.

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Investment Strategies as Graphs

Revolutionize your investment strategy: Transform your asset management operations from raw data to predictions, portfolio weights, and account holdings. Seamlessly unify and scale your processes into streamlined, maintainable graphs for unparalleled efficiency and impact.

From Vision to Execution

Supercharge your value by transforming any investment graph into a financial product. Simply ask our AI agent to build a custom index and trade it instantly through our investment management platform—no intermediaries required.
ITS THE MAIN SEQUENCE PLATFORM FOR ME?

Lead the way in a rapidly evolving market.

Built by machine learning and artificial intelligence researchers, along with experienced financial practitioners. Discover how our solutions can enhance your operations.
Asset Managers
Private Banks
Pension Funds
Family Offices

Partnerships and Integrations

Our open platform enables limitless partnerships and integrations, allowing you to design trading systems tailored to your organization's needs—without compromising security, scalability, or flexibility.
Solution Partners

Our open and flexible architecture gives clients the freedom to combine software solutions and vendors, building customized trading and risk management ecosystems with diverse integration options for our platform.

Technology Integrations

Our technology partners enable seamless operation across clients' preferred cloud or database environments, delivering convenience and control. We also integrate with leading software providers to keep our systems future-proof.

Data Partners

It is open architecture because it is modular, with well-defined interfaces and standards that allow for easy integration, extension, and interoperability with other software or hardware systems.