AllMind recently crossed 10,000,000,000,000 tokens indexed across our systems.

That is 10T tokens across filings, research reports, models, academic papers, news, transcripts, press conferences, presentations, and a long tail of other institutional financial data.

Markets generate more information every day than any analyst, fund, or research team can reasonably process manually.

The edge is no longer just reading one more document.

It is being able to search, compare, and reason across the full corpus of market information connecting what is happening today with what happened last quarter, last year, two years, or even a decade ago.

At AllMind, our systems consistently index tens to hundreds of billions of tokens across financial data sources. That scale is what makes institutional research faster, broader, and more complete.

It is also why someone on the team basically always has Grafana open.

Crossing 10T tokens is not just an infrastructure milestone. It is a glimpse into where financial research is going: away from manually digging through scattered documents, and toward querying the market's knowledge base directly (ideally achieving Ray Dalio's vision).

We are still early, and the system will keep growing.

Also thank you to our partners at GCP, Azure, AWS, Fireworks, and our other infrastructure providers helping make this possible. We literally could not do this without them.