Why technology readiness matters earlier
A&M's 2026 value-creation research describes longer hold periods and a greater emphasis on operational improvement and exit readiness. At the same time, AI disruption is increasing selectivity in software and technology transactions.
For a seller, this means the technology story needs to be both credible and evidenced. A polished narrative cannot compensate for unresolved privileged-access risk, weak resilience, unsupported AI claims, unclear architecture costs or key-person dependence.
Start with a buyer-view baseline
- Architecture and scalability constraints
- Security, privacy and material incidents
- Product roadmap and customer commitments
- AI/data claims and evidence
- Technology team, leadership and key-person dependency
- Vendor/cloud concentration and commercial exposure
- Delivery predictability and quality
- Material remediation already known to management
Remediate what will become a condition or distraction
Not every weakness needs to be eliminated before exit. The priority is to address issues that can undermine buyer confidence, create conditions to close, increase perceived investment required or consume management attention during the process.
Where remediation will not complete before diligence, management should have a funded plan, owner, timetable and evidence of progress.
Build the technology evidence room
- Current architecture and system landscape
- Security governance, risk register and relevant testing evidence
- Resilience / recovery evidence for material services
- Product roadmap and delivery metrics
- AI/data governance and material model/provider dependencies
- Technology organization and key roles
- Material vendor contracts and concentration risks
- Completed and in-flight remediation evidence
Make the equity story falsifiable
The strongest technology story is one a buyer can validate. If the company claims scalable architecture, show the operating evidence. If AI is central to differentiation, show the data, model, workflow and customer evidence. If the security posture is mature, show governance, testing, incident learning and closure evidence.
Exit readiness therefore improves the story by improving the evidence behind it.