Home
Loading

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

Get in touch

  • Contact

  • Request a demo

  • Request data updates

  • Add a company

Research

  • Companies

  • Investors

  • People

aVenture

  • Sitemap

  • Feature requests

Member

Backed by

© aVenture Investment Company, 2026. All rights reserved.

San Francisco, CA, USA

Privacy Policy

aVenture Investment Company ("aVenture") is an independent research platform providing detailed analysis and data on startups, venture capital investments, and key industry individuals. It is not a registered investment adviser, broker-dealer, or investment advisor and does not provide investment advice or recommendations. The data provided by aVenture does not constitute recommendations or advice, whether by methodology, analysis, AI-generated content, or a statement written by a staff member of aVenture.

aVenture is not affiliated with any of the people, companies, organizations, government agencies, regulatory bodies, or investment funds we provide coverage for on this site unless explicitly stated otherwise. Users assume full responsibility for decisions made based on information obtained from this platform. Links to external websites do not imply endorsement or affiliation with aVenture. Any links that provide the ability to invest in a primary or secondary transaction in a company are for convenience only and do not constitute solicitations or offers to buy or sell an investment. Investors should exercise heightened precaution and due diligence when investing in private companies, especially those not independently audited.

While we strive to provide valuable insights with objectivity and professional diligence, we cannot guarantee the accuracy of the information provided on our platform. Before making any investment decisions, you should verify the accuracy of all pertinent details for your decision. To the fullest extent permitted by law, aVenture shall not be liable for any direct, indirect, incidental, consequential, or financial damages arising from use of this site, whether by consumers of its contents directly or by persons or organizations covered by our research, even if we are advised of the possibility. Our best-efforts processes and correction request forms do not create a warranty or duty of care.

Profiles on this platform may include content generated in part by large language models (LLMs, artificial intelligence) that aggregate publicly available sources (e.g., SEC EDGAR, public filings, press releases). Source attribution is provided where known; always verify statements and claims here against original sources before relying on any data. Content on our site may contain inaccuracies, omissions, or what are commonly called 'hallucinations' if generated in part or in full by AI / LLMs. The risk can also exist even when content is written by a human, as internal and third-party sources may also have inaccuracies for the same or different reasons. While we randomly audit a proportion of content, this is not exhaustive.

We recommend that an independent auditor be hired to verify the accuracy of the information before relying on it for any sensitive decisions. By accessing this platform, you agree not to rely solely on any information generated by AI, aggregated, or sourced or written otherwise on this site, for investment, financial, or other decisions. aVenture assumes no responsibility for inaccuracies, omissions, or hallucinations. You must independently verify all data from primary sources. Use of this platform constitutes your waiver of claims for reliance-based damages, including negligent misrepresentation. To report an error, request a correction, or dispute information about a company or individual, contact us via our request data updates form.

Loading homepage
Loading
Home›Research›Companies

Companies

Loading
Home›
Research›
Companies›
Engine AI›
Analysis
AddedMay 15, 2026
UpdatedMay 31, 2026
Engine AI

Engine AI

Engine AI develops AI-powered data visualization and intelligence platforms for capital markets.

HQ
London, England, GB
Founded
2019
Loading
Overview
Analysis
Compare
Fundraising
Employees
Website

Contents

  1. 01Executive Summary
  1. 01Executive Summary

Memo

According to Tracxn, Dystematic (now Engine AI) was ranked 29th out of 76 active rivals in the research and analytics platform space, with competitors including Aumni, Tegus, Bipsync, Second Measure, Visible Alpha, Filament AI, Syntax, Singletrack, Haystacks Technologies, and Mool. The company was classified as unfunded with approximately 31 people as of mid-2024.

Engine AI differentiates through its proprietary Domain Knowledge Engine specifically tuned for Capital Markets, delivering 90%+ accuracy with explainable source attribution. It deploys in under four weeks, offers persona-specific agent-driven workflows across Industry, Firm, Team, and User levels, and supports flexible deployment models including cloud, on-premises, and hybrid with SOC 2 Type II compliance.

Engine AI delivers three dedicated Capital Markets intelligence products. Trading Intelligence provides AI-powered analytics covering 3,000+ equities, 2,000+ ETFs, crypto, and global FX through an Intelligence Interface with fundamentals, technicals, flows, and sentiment data. Research Intelligence unifies internal research, external data, and market intelligence into a single conversational interface for banks and research boutiques with 95%+ accuracy and full source attribution. Capital Markets Intelligence transforms complex datasets into interactive, client-ready experiences for data and technology vendors.

All products are built on Engine AI's proprietary Domain Knowledge Engine, a purpose-built knowledge graph and ontology that connects structured and unstructured data and applies domain-tuned ML and LLM analytics. The platform supports flexible deployment options including cloud, on-premises, or hybrid, and maintains SOC 2 Type II compliance with Prescient Security certification and Vanta monitoring.

Engine AI turns fragmented Capital Markets data into one unified intelligence layer, delivering trusted, explainable insights with 90%+ accuracy via a proprietary Domain Knowledge Engine.

Founded 2019 as Dystematic Limited, rebranded to Engine AI in August 2023. Built underlying data engineering and AI systems from 2019-2022, moved to scalable intelligence in 2023-2024, and now offers three dedicated Capital Markets products: Trading Intelligence, Research Intelligence, and Capital Markets Intelligence.