My AI Stack

For investors

AI for investors, PE, and asset managers

AI is a rare operating lever: it can create value across a portfolio without a single-platform bet. The constraint is not models. It is knowing which commercial job at which investee is worth an experiment — and giving management a shared language for that choice.

A unique window for value creation

AI can compress cost-to-serve, shorten time-to-quote, make a website answerable after hours, and keep the commercial record honest. That is revenue and margin work at the investee. It is not an IT programme with a chatbot slide.

Funds that treat AI as one platform decision stall in the same place corporates stall: no named job, no owner, no proof. The opportunity is real. The waste is buying a landscape.

Learn the commercial uses, not the category names

Portfolio companies do not need forty logos. They need to see that a website agent, a meeting recorder, a CRM copilot, and a contact-centre platform are different jobs. This atlas is built for that literacy.

The journeys — B2B sale, SME service, SaaS, ecommerce, partner channel — are how investees actually make money. Touchpoints are where AI can help or embarrass them. The catalog is a short shelf of off-the-shelf tools, with a reason on each square.

Why this map helps a fund

Use it as homework before a quarterly review, or as the canvas for a ninety-minute session with management. You are not buying a chatbot for the fund. You are learning the ways AI can boost commercial activity at the companies you already own — and leaving a one-page map the operating team can run.

On-the-shelf tools are often the faster, lower-risk way to learn: you see whether the job is real before anyone funds a platform. For larger portcos, start from the CxO hub. For founder-led businesses, use the SME hub.

HEA-World is a labelled founding partner and appears where a governed website agent is the job. The rest of the catalog is here because the touchpoint needs it. This is not investment advice, not a diligence product, and not a ranking you can buy.

See Cut a large AI programme into jobs you can actually buy when the portco is about to fund a transformation, and Stop buying AI for departments when the stack is still organised by function.

Journeys investees actually run

These are operator journeys — not a fund process. Pick the one the portfolio company already lives, then put AI on the leak.

Notes that travel