AI value creation that fits the hold period.

You cannot mandate AI into a portfolio company, and a platform pitch does not move an operating partner. What moves things is evidence, produced quickly, inside a timeline that works for the fund. That is what the work is shaped around.

From the founders who built and sold two data businesses.

The problem, in your world

Every fund now carries the same question into the investment committee: where does AI actually create value in this portfolio, and can it be proven before exit? The honest answer is that it varies by company, which is why generic AI programmes fail in PE. The work has to start with evidence about your specific portfolio, move at deal speed, and leave an audit trail a buyer’s diligence team will respect.

The track

01

Portfolio AI Value Scan

3 weeks, flat fee, across a portfolio company or the portfolio. It identifies where AI can create value before exit, and gives you the evidence to decide where to move first.

02

The 90-Day Acceleration Sprint

The highest value opportunity from the scan, built inside a quarter and designed to prove itself in the numbers.

03

Exit Readiness Review

The work packaged the way a buyer’s diligence team will examine it: what was built, what it returns, and the audit trail behind it.

04

Fund Advisory Retainer

Ongoing counsel across the portfolio, so the next deal starts smarter than the last.

Why the founders matter here

The people behind Kallidin have done the thing your portfolio companies are being asked to do: built data businesses, grown them on investor timelines, and exited twice, Aquila Insight to Merkle in 2017 and Forth Point to Blend360 in 2023. They know what a hold period does to a roadmap, and what survives diligence, because they have been through it as the sellers, twice.

John Brodie
John Brodie
Co-founder
Warwick Beresford-Jones
Warwick Beresford-Jones
Co-founder
Sam Riddington
Sam Riddington
Consulting
Anders Uhrenholt
Anders Uhrenholt
Chief Engineer

The trust check, done early

Portfolio companies inherit their owners’ risk decisions, so the governance is built in from the start: every answer checked and auditable, data staying inside each company’s own environment, and a clean documented exit. The detail is published openly on our trust page.

Questions we hear from private equity

What exactly is the Portfolio AI Value Scan?
A 3 week, flat fee diagnostic across a portfolio company or a portfolio. It identifies where AI can create value before exit, sized and sequenced against the hold period, and it ends in evidence you can take to the investment committee, not a vendor deck.
Can this show value inside our hold period?
That is the design constraint the whole track is built around. The scan takes 3 weeks, the sprint is built to prove the first opportunity inside a quarter, and the exit readiness review packages the result the way a buyer’s diligence team will examine it.

Start with the scan.

Tell us about the portfolio, and we’ll tell you straight whether the scan will find enough to justify itself. If we don’t think it will, we’ll say so before you spend anything.