Management packs show you what a business wants you to see. Our due diligence shows you what is actually happening: in the customer experience, in the inbox, in the sales meetings, and in the Slack channels.
Every acquisition decision should start here.
The Problem
Every acquisition is built on incomplete information. The question is how incomplete. Traditional due diligence leaves three critical blind spots.
Every target presents curated data. Revenue trends, headcount summaries, client retention rates. All directionally accurate. None of it shows you the daily reality of how the business operates.
Site visits show you the business on its best day. Staff are briefed, offices are tidy, metrics are rehearsed. You see a performance, not a pattern.
Without a baseline understanding of how the business actually operates, day one of ownership begins with guesswork. Integration plans built on assumptions cost months and millions.
The Framework
From first look to ongoing ownership, AI analysis covers every phase of the deal lifecycle. Each phase builds on the last.
See how customers actually experience the business. No cooperation needed. No alerts raised. Public reviews and covert mystery shopping reveal the ground truth of service delivery across every location.
Analyse every email, meeting, message, CRM record, and support ticket. Understand how work actually flows, where promises are broken, and what the management presentation leaves out.
Every stream stays connected after completion. Monitor integration progress, identify where to deploy digital workers for maximum impact, and benchmark improvement against the DD baseline in real time.
Phase 1: External Due Diligence
Two streams that require no cooperation from the target business. Available during screening, before exclusivity, and without revealing your interest.
Every Google review, every Trustpilot rating, every pattern in customer feedback. AI analyses thousands of reviews across all locations to surface sentiment trends, recurring complaints, competitor mentions, and the correlation between public perception and operational performance.
Digital workers call target locations posing as genuine customers. They test the sales process, enquire about pricing, request follow-up information, and assess after-hours handling. Every call is recorded, transcribed, and analysed.
External DD alone gives you more ground-truth insight than a week of management presentations. And nobody at the target knows you are looking.
Phase 2: Internal Due Diligence
Read-only API access. No software installed. No staff involvement. Six data streams that reveal how the business actually operates versus how the management pack says it operates.
Analyse senior team correspondence to understand response times, follow-up rates, deal handling patterns, client sentiment, and the gap between what CRM says happened and what the inbox shows.
23% of enquiries get no reply within 5 days See email analysisAnalyse recorded sales calls, client meetings, and internal reviews. Surface unactioned commitments, cross-sell signals that never convert, and the real conversion process versus the CRM funnel.
28% of meetings contain unactioned cross-sell signals See meeting analysisInternal communication reveals what no management presentation will tell you: team sentiment, knowledge silos, escalation frequency, cultural dynamics, and whether the dev team actually believes in the product roadmap.
Same question asked 50+ times per quarter See messaging analysisEvery recorded sales call, customer service call, and complaint call analysed for patterns. Upsell attempts, objection handling, competitor mentions, pricing discussions, and the real close rate versus what the CRM reports.
Only 2-5% of calls are typically monitored by humans See call analysisPipeline accuracy, data hygiene, adoption gaps, deal velocity, and the gap between what the CRM says and what actually happened. See whether the sales engine runs on process or on personality.
38% of pipeline is stale deals older than 90 days See CRM analysisSupport queue patterns, repeat issue clusters, SLA adherence, resolution time variance between teams, and escalation frequency. The real cost of service delivery, not the summary in the management pack.
4.2x resolution time gap between teams See ticket analysisThe Multiplier Effect
Each stream is valuable alone. Connected, they reveal patterns that no single data source can surface. Cross-referencing is where AI due diligence becomes transformative.
Mystery calls reveal 42% of locations fail to mention the premium service tier. CRM data shows the same locations have 31% lower average deal values. Email follow-up analysis confirms: no post-call nurture sequence exists for 67% of enquiries at those locations.
Review sentiment for Location Group B dropped 1.2 stars in Q3. Meeting transcript analysis from the same period shows a regional manager flagging staffing issues repeatedly. Slack data confirms: three key staff left in August with no replacements hired until November.
Email analysis shows the target's sales team promises 48-hour response times. CRM ticket data reveals actual average resolution is 7.2 days. Google reviews from the last 6 months contain 23 mentions of "waiting" and "no response". The management pack said SLA adherence was 94%.
Phase 3: Post-Acquisition
Due diligence does not end at completion. The same intelligence that informed your acquisition decision becomes the foundation for value creation.
You start ownership with a quantified understanding of every operational stream. Response times, conversion rates, follow-up rates, sentiment scores, internal communication patterns. No other acquirer has this on day one.
The due diligence analysis identifies exactly where digital workers will create the most value. Which calls should be automated? Which follow-ups never happen? Which tickets are repeat patterns? The data tells you where to deploy first.
Every stream stays connected. Track the impact of integration decisions in real time. See whether the new processes are working before the quarterly board report tells you they are not.
This is where due diligence meets value creation. The AI-First PE Roll-Up Framework maps exactly which agent skills deploy against which operational costs.
See the PE Roll-Up FrameworkCoverage Map
Which streams are active in which DD phase. Green dots indicate primary analysis. Grey dots indicate secondary or supporting analysis.
Common Questions
Review intelligence is available within 48 hours of engagement. A mystery shopping campaign across 50 to 200 locations typically completes within two weeks. Both operate covertly, requiring no cooperation from the target business.
Read-only API access to existing systems: email server or Google Workspace, call recording platform, CRM, ticketing system, and Slack or Teams. No software is installed on target systems. No staff involvement is required. We connect, analyse, and deliver intelligence.
Yes. All analysis uses read-only access to data the business already captures. No new data collection occurs. Data processing agreements are standard, and all analysis surfaces aggregate patterns and business-level insights, not personally identifiable information.
Traditional commercial DD analyses financial statements, market position, and customer concentration. Our DD analyses actual operations: every call, every email, every meeting. The overlap is zero. This supplements and validates existing DD processes.
External DD (reviews and mystery shopping) requires no target involvement at all. For internal streams, access is arranged through the vendor DD process. Read-only API connections are invisible to end users. No staff interviews, no software installations, no disruption.
Every finding from the DD phase becomes a baseline metric. When a digital workforce is deployed post-acquisition (detailed in the AI-First PE Roll-Up Framework), improvement is measured against that baseline. The same analysis runs continuously, providing real-time visibility into whether integration decisions are working.
See how the three-dimensional framework maps AI deployment potential across services businesses, or talk to us about applying this intelligence to your next deal.
Initial review intelligence and mystery shopping scoping are complimentary for qualified PE firms.