Autonomous Intelligence
for Financial Markets
AI agents that discover, test, and turn market patterns
into lasting intelligence.
Understand
A unified view of markets and events
Discover
Autonomous agents find and validate patterns
Operate
Continuously refine and deliver superior insights
Autonomous market intelligence
Hidden market structure, revealed.
Bedform is building an AI-native financial intelligence platform that turns fragmented market data into a living system of discovery.
By connecting prices, filings, news, social signals, events and investor behavior across time, Bedform uncovers explainable relationships, tests hypotheses autonomously and surfaces high-value market insight.
- Companies
- News
- Filings
- Markets
- Sentiment
- Events
- Investor behavior
The platform
Four layers, one research system.
- 01
Market Intelligence Universe
Thousands of public companies: prices, fundamentals, corporate events, news, social sentiment, prediction markets and portfolio behavior, organized into one historical system.
- 02
Point-in-Time Knowledge Layer
A temporal intelligence graph that records what happened, when it became knowable, and how markets reacted, so no experiment ever sees the future.
- 03
Autonomous Research Agents
Specialized AI agents continuously generate hypotheses, explore relationships and surface signals that humans may never manually test.
- 04
Validation Engine
Every idea is challenged through rigorous backtesting, unseen holdout data and forward paper trading, designed to reduce noise and overfitting.
How Bedform works
From raw data to validated insight.
Ingest
Data from markets, filings, news and alternative sources
Connect
Entity resolution, timelines and relationships
Discover
Agents generate and rank research hypotheses
Validate
Backtests, forward testing and risk controls
Deliver
Research, signals, dashboards and APIs
Product surfaces
Built for researchers, quants and developers.
Intelligence Graph
Explore companies, events and the relationships between them across time.
Signal Lab
Inspect discovered signals with their evidence, validation history and decay.
Research Feed
A continuous stream of validated findings, explained in plain language.
API & Workbench
Point-in-time data and signals, machine-readable for your own models.
Why now
- Financial information is abundant, but fragmented across prices, filings, news and social channels.
- Modern AI can reason across that complexity, if the historical context is structured correctly.
- Investors increasingly need explainable, continuously updated intelligence rather than static screens or isolated data feeds.
Bedform aims to become the market’s living intelligence layer: a system where hidden structure emerges from noise, and insight compounds over time.