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.
- Read a portfolio company the way a customer walks it, not the way the org chart is drawn
- Name two leaky commercial touchpoints before you fund a transformation
- Give operating partners and management the same map — not another vendor landscape
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.
7 stages
B2B complex sale
Long cycle, many stakeholders, high trust.
- 01 Discover
- 02 Evaluate
- 03 Decide
- 04 Onboard
- 05 Adopt
- 06 Expand
- 07 Advocate
6 stages
SME service customer
Local or specialist services, short memory, high expectation.
- 01 Notice
- 02 Enquire
- 03 Book
- 04 Deliver
- 05 Care
- 06 Repeat
6 stages
SaaS product journey
Self-serve interest, activation, expansion.
- 01 Aware
- 02 Try
- 03 Activate
- 04 Subscribe
- 05 Use
- 06 Renew & expand
6 stages
Agency–client engagement
How an agency is hired, briefed, and retained.
- 01 Brief
- 02 Propose
- 03 Kickoff
- 04 Deliver
- 05 Measure
- 06 Retain
6 stages
Ecommerce & retail digital
Discover, buy, receive, come back.
- 01 Browse
- 02 Consider
- 03 Buy
- 04 Receive
- 05 Care
- 06 Reorder
6 stages
Partner & channel revenue
Recruit, activate, co-sell, and grow through partners.
- 01 Recruit
- 02 Activate
- 03 Align
- 04 Sell
- 05 Protect margin
- 06 Grow