Thematic Labs

Thematic intelligence for public markets

Sector and industry told you where a company sat. Themes tell you where it’s exposed.

For decades every public company was filed under one broad, slow-moving category. Thematic Labs uses AI agents to read each business from its filings, transcripts, news and partnerships — then maps it to the live themes actually driving its risk and return. You see the trend before it becomes a sector.

Private development. Early access for institutional desks.

The old map

Static taxonomies lag the business.

Every public company is assigned one sector and one industry, then reviewed on a slow cycle. It’s one-dimensional and backward-looking — a single label for a business doing many things at once.

A chipmaker is powering AI data centers. A carmaker is becoming an energy company. A retailer is becoming an advertising network. The taxonomy flattens all of it into one legacy bucket.

By the time the classification catches up, the exposure — and the move — has already happened. You were holding the theme all along. Nothing told you.

How it works

Agents read the business, not the label.

  1. 01

    Ingest

    Agents pull from primary sources — 10-Ks, earnings-call transcripts, filings, news, patents, hiring and supply-chain and partnership data.

  2. 02

    Interpret

    Language models determine what a company actually does and who it depends on — well beyond its stated reporting segment.

  3. 03

    Map

    Each company is linked to the themes it participates in, weighted by exposure and confidence, and refreshed as the business changes.

Why it matters

Two questions a sector label can’t answer.

See the risk you’re actually holding.

Your position isn’t just “Semiconductors.” It’s exposure to accelerated computing, data-center power, export controls and end-market demand. Theme profiles surface the concentrations a single label hides.

Ride the theme, not the lag.

Themes emerge before the taxonomy names them. Track a trend from its first movers to its full constituent list, and act while the exposure is still mispriced.

Early access

Built for the desks that can’t wait for the taxonomy to catch up.

Thematic Labs is in private development. Join the waitlist for early access and we’ll reach out as we open the platform to institutional desks.