The Platform For Data Driven Investing

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

From idea to product within seconds—discover how you can augment the capabilities of your existing data scientists and researchers.

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What is Main Sequence ?

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Its Cloud-Managed Platform

Securely hosted and fully managed in the cloud—no infrastructure hassles, just instant access to powerful remote developer environments.

It’s a Software Development Kit

Accelerate quantitative investment research with specialized Python-based libraries designed for ease and speed.

It’s a Native End-to-End AI Agent Factory

Supercharge workflows—from research and risk management to compliance—build intelligent, automated AI agents.

It's an Integrated Investment Management System

From managing multiple asset master lists to overseeing accounts and portfolios, all your work and research are integrated into a unified, open-architecture platform.

AI-Powered Platform for Investment Management

Centralize and Accelerate 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.

Enhance Collaboration and Efficiency
‍Boost productivity by enabling seamless collaboration through reproducible environments, empowering teams to rapidly conduct integrated AI-driven research and manage investment strategies independently..

Start With an Idea

From core investment research to regulatory automation— Build with your familiar tools.

Accelerate your development process with reusable, standardized environments. Quickly launch and configure environments integrated with your preferred IDE, enabling you to develop, test, and iterate effortlessly.

Streamline Your Research and Workflows with Cloud-Based Projects

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 organize your work into projects with intuitive tools, templates, and pre-built, reproducible environments.
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.

And The Magic Happens When Ideas Become AI Agents.

Our integrated platform automatically generates AI agents as you work, seamlessly embedding AI into your workflow for effortless collaboration across your team

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.”

From Data To Value
Automated Data Pipelines

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.

Data Source Integration
Connect to multiple financial data sources with pre-built connectors.

Transformation & Cleaning
Apply intelligent data transformations and quality checks to ensure your investment data is accurate and ready for analysis.

Storage & Retrieval
Store processed data in optimized formats with high-performance retrieval for your investment models and analytics.

AI-Powered Nodes for Data Pipelines
Automatically generate pipeline code—from adding new signals and transformations to rapidly implementing insights from the latest research papers.

Monitoring, Scheduling & Alerts
Automatically monitor data pipeline health with intelligent alerts for issues or anomalies, and seamlessly schedule pipeline execution to ensure optimal performance.

Integrated Investment Management System

The Main Sequence System integrates your entire investment workflow, from research to execution, in one seamless platform.

Our impact in numbers

Boost productivity, accelerate workflows, and unlock unprecedented profitability.

Time to set a new environment

1 Second

From spinning up a cluster and connecting data sources to building reproducible environments.

Time to convert research into an investable signal.

10 Seconds

Automatically translate research insights into actionable investment signals with integrated code generation and quality assurance.

Time to build a tradable portfolio.

60 Seconds

Quickly build and deploy new tradable portfolios as fully integrated, tradable instruments, accelerating your path from concept to execution.

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Discover the Power of the Main Sequence Platform

Explore how our features can drive innovation and growth in your organization.

Cloud Based

A cloud-based platform providing seamless portfolio management, scalable tools, and secure, pre-configured environments to optimize workflows from development through execution.

Open Architecture

The Main Sequence Platform and SDK offer isolated environments, seamless data integration, agent-driven development, and a fully documented API, enabling rapid innovation in investment strategies.

AI Native

Our AI-native systems and automated agent-driven workflows significantly accelerate asset management, reducing tasks from months to seconds, and setting new benchmarks for productivity and impact.

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ITS THE MAIN SEQUENCE PLATFORM RIGHT FOR ME ?

Whether you're a family office aiming to reduce fees, a pension fund seeking systematic efficiency, or a private bank building a comprehensive 360° solution—Main Sequence empowers your investment management operations with scalable tools tailored specifically to your needs.

Hedge Funds

Transform your research team into a systematic powerhouse by automating and streamlining investment processes.

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Private Banks

Easily customize portfolios, manage assets, apply filters, create segments, and respond rapidly to client needs.

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Pension Funds

Create Portfolios or Benchmarks in Seconds: Track Performance and Risk in Real-Time from a Single Source of Truth

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Family Offices

Monitor investments instantly, analyze risks proactively, and make informed decisions using real-time data.

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Take a look at our articles & resources

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Graph-Based Strategies To Drive Smarter Asset Management — Part 1

Graph-Based Strategies To Drive Smarter Asset Management — Part 1

March 12, 2025
How AI-Driven Improvements in Asset Management Could Unlock Trillions in Economic Efficiency Each Year — PART 2

How AI-Driven Improvements in Asset Management Could Unlock Trillions in Economic Efficiency Each Year — PART 2

March 12, 2025

Next Main Sequence University Bootcamp Starts  May 7th 2025 Apply Now!