Data · Agents · Products
Turning data into understanding.
Aletheron combines large-scale data with autonomous AI agents to find what matters, verify it, and deliver it as products people use every day.
What we do
Data at scale
We collect, clean and structure large volumes of data so that every downstream answer rests on a foundation we can inspect.
Agents that investigate
Autonomous AI agents explore the data, form hypotheses, run analyses and cite the evidence behind every conclusion.
Products people use
Insight is only useful when it arrives on time and in context. We ship it as products, with clear interfaces and no jargon.
How it works
One pipeline, from raw records to a decision-ready answer. Every step leaves a trail you can follow back.
Collect and structure
Data is ingested from primary sources, normalised and checked for quality before anything reasons over it.
Agents investigate
Specialised agents split the question, query the data, run models and compare results with one another.
Verify and trace
Conclusions are linked to the exact records and calculations that produced them, so they can be audited.
Deliver as a product
The result reaches you through a product surface: a screen, an alert or an API, never a slide deck.
Products
Our first product line focuses on financial markets, where data is abundant, decisions are frequent and the cost of being wrong is real.
Flagship
AI research agent for US equities
Alphan continuously reads market data on US-listed companies and lets you ask questions in plain language. Agents run the analysis, show their working and keep watch on the names you care about.
- Coverage
- 14,000+ US-listed securities
- History
- Daily data back to 1962
- Interface
- Web app, alerts and API
- Languages
- English and Chinese
Principles
Verifiable
An answer without its evidence is an opinion. Every output can be traced to its sources.
Honest about uncertainty
When the data is thin or the signal is weak, the product says so instead of pretending.
Private by design
We collect only what a product needs to work, and we never sell personal data.
Built for the world
Served from a global edge network so users in Asia, Europe and North America get the same experience.
Working with data you cannot see through?
Tell us about the questions you are trying to answer. We are happy to talk.