AI + Cybersecurity Risk Map for Deal Teams

Six places value leaks between the LOI and the exit

Most of these never show up as a technology line item. They show up as a slower close, a retrade, a missed integration target, or a lower multiple. This map shows where each one usually surfaces in the deal, and the question that catches it early.

The map

Rows are the risks. Columns are the stages of the deal. Color shows where each risk tends to do the most damage, based on what we see working with deal teams and portfolio companies.

Risk exposure by deal stage
Risk 1Pre-LOI 2Diligence 3Sign to close 4First 100 days 5Hold 6Exit
Systems that don't talkThe add-on patchworkWatchHighWatchHighHighHigh
Numbers you can't trustReporting built on spreadsheetsWatchHighWatchWatchHighHigh
Email and wire fraudSpoofed partners, fake invoicesLowerWatchHighHighWatchWatch
Unmanaged AI useClaims, tools and leaked dataWatchHighLowerWatchHighHigh
Vendor and contract exposureWho touches your dataLowerHighWatchHighWatchWatch
Access and key-person riskThe one person who knowsLowerWatchHighHighWatchWatch

What each risk looks like

What to look for, where it hits the numbers, and one question to ask before you sign.

Systems that don't talk

Peaks: Diligence, first 100 days, hold, exit

What it looks like

Each add-on keeps its own accounting, CRM and IT setup. Three divisions run three systems, and nobody owns pulling them together.

Where it costs you

Integration savings in the model never arrive. Overhead grows with every acquisition instead of shrinking, and buyers discount the platform for the cleanup they will inherit.

Ask before you sign

How many separate systems does finance pull from to close the month, and who owns combining them?

Numbers you can't trust

Peaks: Diligence, hold, exit

What it looks like

Board reporting depends on someone stitching spreadsheets together by hand. Two reports of the same metric give two different answers.

Where it costs you

Quality of earnings takes longer and finds more adjustments. During the hold, decisions run on numbers that are weeks old.

Ask before you sign

How many days after month end does the board see final numbers, and how many manual steps happen in between?

Email and wire fraud

Peaks: Sign to close, first 100 days

What it looks like

Large wires, new bank details and lots of unfamiliar people emailing each other. That is exactly the setting fraudsters look for when they impersonate a partner, a lawyer or a seller.

Where it costs you

A redirected wire or a fake invoice is cash out the door, often unrecoverable, and it lands at the moment everyone is too busy to notice.

Ask before you sign

How does every party confirm wire instructions, and is it something other than email?

Unmanaged AI use

Peaks: Diligence, hold, exit

What it looks like

The CIM promises AI-driven growth that is mostly a pilot. Meanwhile staff paste customer and financial data into free AI tools nobody approved.

Where it costs you

You pay for capability that isn't there, and you carry data exposure nobody can measure. At exit, buyers will test the AI story harder than you did.

Ask before you sign

Which AI tools are in use today, who approved them, and what company data goes into them?

Vendor and contract exposure

Peaks: Diligence, first 100 days

What it looks like

Dozens of software subscriptions and outside providers, many duplicated across add-ons, some with access to sensitive data and no clear contract terms.

Where it costs you

Paying several times for the same tool, change-of-control clauses that surprise you after close, and a vendor breach that becomes your incident.

Ask before you sign

Which vendors can see customer or financial data, and which contracts change or end on a change of control?

Access and key-person risk

Peaks: Sign to close, first 100 days

What it looks like

One IT person or one outside provider holds every password. Former employees still have access. Nothing is written down.

Where it costs you

If that person leaves during the transition, the business can lose control of its own systems. Old accounts left open are a common way in for attackers.

Ask before you sign

What breaks if the one person who runs IT quits next week?

Want this run on one of your companies?

We'll walk through the six risks for a single portfolio company or live deal and tell you which ones are worth your attention. No cost, and you keep the findings.

Secure a Strategic Debrief