How to Prepare Your Startup for Acquisition: The Engineering Perspective

Learn from 2 successful acquisitions what engineering teams need to do to prepare for M&A, from code quality to documentation.

📖 15-20 min read•Last updated: January 2026

Preparing for acquisition is as much about engineering as it is about business. Having supported 2 successful acquisitions—OddsJam by Gambling.com and preparing Rupa Health for their Fullscript exit—we've learned what matters on the engineering side. This guide shares those lessons.

The Engineering Side of M&A

When a company gets acquired, the technology is a major part of the valuation.

What Acquirers Care About:
- Can the technology scale with their plans?
- Is the codebase maintainable?
- Are there hidden security or compliance risks?
- How dependent is the system on key people?
- How much will integration cost?

Engineering's Role in M&A:
- Prepare for technical due diligence
- Document architecture and decisions
- Clean up known issues
- Be available for deep technical discussions
- Help with integration planning

Why Engineering Preparation Matters:
A messy codebase or unknown security issues can kill a deal or significantly reduce valuation. We've seen acquisition prices reduced by 20-30% due to technical debt discovered in due diligence.

What Acquirers Look For in Technology

Every acquirer is different, but common themes emerge:

Must-Haves:
- No critical security vulnerabilities
- Clear IP ownership and licensing
- Core technology that works and can scale
- Team capable of maintaining the system
- No major regulatory compliance gaps

Nice-to-Haves:
- Modern technology stack
- Good test coverage
- Clean, documented code
- Efficient development processes
- Low technical debt

Deal-Breakers:
- Major security incidents hidden
- Unlicensed code or IP issues
- Single point of failure (one person)
- Regulatory non-compliance (HIPAA, SOC 2, etc.)
- Massive technical debt with no path forward

Timeline: 12 Months Before Acquisition

Start preparing well before you expect to exit:

12 Months Out:
- Audit your codebase and technical debt
- Begin SOC 2 or relevant compliance process
- Document architecture and key decisions
- Address any obvious security issues

6 Months Out:
- Complete compliance certifications
- Get a penetration test done
- Clean up code and reduce debt
- Prepare documentation package
- Identify key person risks

3 Months Out:
- Finalize all documentation
- Brief the team on what's coming
- Prepare data room with technical materials
- Practice the technical narrative

During Due Diligence:
- Be responsive and transparent
- Have technical lead available for calls
- Provide requested materials quickly
- Document all Q&A

Code and Architecture Preparation

Get your technical house in order:

Codebase Cleanup:
- Remove dead code and unused features
- Update dependencies to current versions
- Fix known bugs and issues
- Ensure consistent code style
- Add missing documentation

Architecture Documentation:
- Create clear system diagrams
- Document all integrations
- List all third-party dependencies
- Explain key architectural decisions
- Note known limitations and technical debt

Testing:
- Increase test coverage on critical paths
- Fix any broken or flaky tests
- Document testing strategy
- Show CI/CD pipeline working

Documentation Requirements

Prepare these documents before due diligence:

Technical Documentation:
- [ ] System architecture overview
- [ ] API documentation
- [ ] Database schema documentation
- [ ] Deployment procedures
- [ ] Disaster recovery plan
- [ ] Security policies

Process Documentation:
- [ ] Development workflow
- [ ] Code review process
- [ ] Release procedures
- [ ] Incident response plan
- [ ] On-call procedures

Team Documentation:
- [ ] Engineering org chart
- [ ] Roles and responsibilities
- [ ] Key person dependencies
- [ ] Hiring and onboarding process

Compliance Documentation:
- [ ] SOC 2 report or readiness assessment
- [ ] Penetration test results
- [ ] Privacy policy and data handling
- [ ] Third-party security questionnaires

Security and Compliance Readiness

Security issues are the most common deal-killers:

Security Essentials:
- No critical vulnerabilities in dependencies
- All data encrypted (at rest and in transit)
- Strong access controls and audit logs
- Secrets properly managed (not in code)
- Regular security updates applied

Compliance Preparation:
- SOC 2 Type II is often expected
- Industry-specific compliance (HIPAA, PCI-DSS)
- GDPR/CCPA data handling documented
- All licenses properly tracked

Penetration Testing:
- Get an external pentest done
- Address all critical and high findings
- Document remediation for medium findings
- Keep report ready for acquirer review

Team Retention During M&A

The team is often as valuable as the technology:

Retention Challenges:
- Uncertainty causes attrition
- Key engineers may have other options
- Vesting acceleration concerns
- Cultural fit with acquirer

Retention Strategies:
- Retention bonuses for key engineers
- Clear communication about the process
- Involvement in acquirer discussions
- Protection of team culture
- Career path clarity post-acquisition

What Acquirers Evaluate:
- Who are the key people?
- What's the retention risk?
- Will key people stay post-acquisition?
- What are vesting schedules?
- Any employment agreement issues?

Lessons from OddsJam and Rupa Health Acquisitions

Real lessons from acquisitions we've supported:

OddsJam → Gambling.com:
- Real-time data systems under scrutiny
- Scalability questions were extensive
- Security for financial data critical
- Team retention was a major factor
- Clean documentation accelerated the process

Rupa Health → Fullscript:
- HIPAA compliance was table stakes
- Integration complexity was major discussion
- API documentation was essential
- Team interviews were part of diligence
- Healthcare domain expertise mattered

Common Themes:
1. Start preparing 12+ months early
2. Documentation saves time during diligence
3. Security issues can kill deals
4. Team retention is as important as code
5. Transparency builds trust

Common Mistakes That Kill Deals

Avoid these acquisition killers:

🚩 Hidden Security Issues
Discovered security problems destroy trust. Disclose known issues proactively.

🚩 IP/Licensing Problems
Unlicensed code or unclear IP ownership can kill deals or require costly remediation.

🚩 Key Person Dependency
If one engineer holds all the knowledge, that's a massive risk for acquirers.

🚩 Misleading Metrics
Inflated numbers (users, performance, etc.) that don't hold up to scrutiny.

🚩 Poor Documentation
Unable to explain how the system works indicates organizational dysfunction.

🚩 Team Attrition
Engineers leaving during due diligence signals problems.

🚩 Unremediated Technical Debt
Known issues with no plan to address them suggest poor engineering culture.

Aravind Srinivas
Founder, HyperNest Labs

Aravind has been a fractional CTO and founding engineer for 15+ startups, helping scale companies like Rupa Health and OddsJam through acquisitions. He previously built systems at enterprise scale and now helps early-stage founders ship faster.

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