Very Nice Story. Show Me the Numbers. — Evolution Capital
Evolution Capital
CAVEAT EMPTOR — 01 / 03
THE DEAL BENEATH THE DEAL

Very nice story.
Show me the numbers.

What happens when the deal narrative meets the evidence.

Date
19 November 2026
Time
08:00 – 10:30
Format
Breakfast, London
Places
Invitation only

Every transaction starts with a story.

Strong growth. Recurring revenue. Loyal customers. Attractive margins. A convincing forecast.

Then the questions begin.

At our first Caveat Emptor conversation, we look beneath the deal narrative and into the evidence — not through another presentation on financial due diligence, but through a live transaction scenario, candid conversation and interactive FDD.

  • What is really driving the growth?
  • How much of the revenue is genuinely recurring?
  • Which customers are carrying the business?
  • What happens when the forecast meets reality?
THE QUESTION IS SIMPLE

Would you buy it?

The deal beneath the deal

EVOLUTION CAPITAL

Technology is changing the businesses investors buy, the economics that underpin them and the assumptions on which transactions are built. But the most interesting questions are often not found in the pitch deck.

Drawing on decades of technology M&A and financial due diligence experience, Jonathan Benaim and Evolution Capital bring the deal beneath the deal into the room. This first conversation explores what happens when a compelling technology business meets the scrutiny of an experienced buyer.

08:40

The confession session

Every deal has the version that makes it into the board pack. And then there is everything else. Jonathan Benaim shares lessons from years of technology transactions and financial due diligence — the things that looked harmless, the questions that should have been asked earlier, and the assumptions that became problems later.

What have experienced dealmakers learnt the hard way?

09:00

The business

A technology business lands in the room. The headline numbers look good. You will hear the story, see the numbers a buyer might see at first glance, and then be asked to make a judgement.

Would you buy it?

09:25

Open the data

Once the room has made its judgement, we open up the evidence. The picture changes. Or perhaps it doesn't. Either way, the interesting part is understanding why.

Customer cohorts Revenue quality Margin Concentration Retention Operational performance Forecast assumptions
09:50

The conversation

Financial due diligence is ultimately about judgement. What matters? What doesn't? What deserves another question? And where can apparently strong performance conceal a very different underlying picture?

We explore how investors, CFOs, founders and advisers can approach those questions before they become expensive ones.

Speakers / participants: NULL

What you'll take away

SHARPER JUDGEMENT
  • What sits behind headline growth
  • How buyers assess revenue quality
  • The importance of customer cohorts, concentration and retention
  • Where forecast assumptions can distort an investment case
  • The questions experienced dealmakers ask early
  • How interactive data can change the way FDD is understood

Who should be in the room?

4 PROFILES

CFOs & Finance Leaders

Looking beyond the reported numbers to understand performance, risk and future value.

Technology Founders & Shareholders

Thinking about growth, investment, valuation or an eventual transaction.

Private Equity & Investment Professionals

Assessing technology businesses and the assumptions underpinning investment cases.

M&A Professionals & Advisers

Looking at transactions through the evidence, not just the deal narrative.

The morning at a glance

08:00 — 10:30, LONDON
08:00
Arrival, coffee & breakfast
08:30
Welcome
The deal beneath the deal
08:40
The confession session
What we've learnt from the deals that didn't go quite to plan — Jonathan Benaim, Evolution Capital
09:00
The business
A technology business lands in the room. The headline numbers look good.
09:10
Would you buy it?
Audience discussion and live decision
09:25
Open the data
Interactive FDD — revenue quality, customer cohorts, margin, concentration, retention, forecast
09:50
The conversation
What does an experienced buyer see that the headline numbers miss?
Speakers / participants: NULL
10:15
What we would do differently
Lessons from real transactions
10:30
Closing & networking

Event details

AT A GLANCE
Date
19 November 2026
Time
08:00–10:30
Format
Breakfast
Location
London
Venue
NULL
Places
Invitation only · Limited places
Additional speakers
NULL
Moderator / discussion lead
NULL

Part of the Caveat Emptor series

THREE CONVERSATIONS

Across three conversations, Evolution Capital brings investors, CFOs, founders, technology leaders and experienced dealmakers together to examine the stories behind technology transactions. What is the business really worth?

01

Very nice story. Show me the numbers.

19 Nov 2026 · Breakfast
02

The AI premium: who's paying for the future?

11 Feb 2027 · Breakfast
03

Everything is going to be fine. Probably.

6 May 2027 · Evening soirée
LIMITED PLACES

Request an invitation

This is an invitation-only event with limited places. If you would like to join us for Very Nice Story. Show Me the Numbers., tell us a little about yourself and we'll be in touch.

Or contact us directly at Georgia@evolutioncapital.com
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