Skip to main content
L18Downstream

Vertical AI

AI-native products in healthcare, finance, legal, manufacturing, and other verticals.

Stack position

Where Vertical AI sits in the AI stack

  1. L16 · AI Security

    Model, data, prompt, agent, and identity security plus governance — spans the whole stack.

  2. L17 · Enterprise AI

    Copilots and workflow automation replacing part of the work, not just assisting it.

  3. L18 · Vertical AI

    AI-native products in healthcare, finance, legal, manufacturing, and other verticals.

  4. L19 · Physical AI

    Robots, autonomous vehicles, and drones: perception to actuation in the physical world.

Icons mark layer roles — not company logos. Position only; not a price chart.

Why this layer matters

Industry-specific products where the domain constraint is the product: healthcare, finance, legal, manufacturing, logistics, defence. The durable ones tend to be AI-native rather than an existing workflow with a chatbot attached.

What is the bottleneck?

Regulation and liability set the pace, and they differ per jurisdiction — which caps how fast any one product can generalise.

A structural observation about supplier concentration and lead times — not a view on any security.

Who sits in this layer?

This layer is left empty on purpose. Assigning a company to it would be our opinion rather than a statement about the company's primary business, and we would rather publish nothing than publish a classification we cannot defend as fact.

Weekly digest: AI-map layer changes and new public 13F filings, each with its source. No score, no grade, no trade signal. Unsubscribe anytime.

Coverage boundary

Coverage boundary: US-listed tickers or ADRs only (same rule as TSM / ASML). Important suppliers without a US listing are omitted even when they matter to the stack. That is a coverage rule, not a quality ranking.

No hand-listed notable omissions for this layer yet. The US-list / ADR rule still applies.

Checked 2026-10-09. Not exhaustive.

Same track

Descriptive positioning only. The positioning label says whether a company's business is exposed to a layer, never whether to buy it. Layers with no exposure are not recommendations to add any.