M&A Technology Due Diligence Consulting

Cyberonix is retained by private-equity firms, venture-capital investors, and strategic acquirers to conduct technology due diligence on acquisition targets, typically alongside legal, financial, and commercial diligence streams. The engagement evaluates the target’s engineering practice, codebase, architecture, security posture, technical debt, IP posture, and integration risk. It supports the decisions the transaction turns on: the buy or no-buy decision, the valuation the deal is being underwritten at, and the post-close integration plan the acquirer will execute. The deliverable is written analysis grounded in the artifacts of the target’s engineering practice (the codebase, version control history, build and test infrastructure, operational telemetry, third-party assessment records, and security and compliance evidence) rather than in management representations or rolled-up internal metrics. M&A technology due diligence at this depth requires both the technical reach to read the artifacts and the independence to report what they show.

Codebase, Architecture, and Engineering Practice

An engineering practice is visible from the artifacts the data room and management interviews produce, and that visibility sets the floor of the diligence.

Code quality and technical debt are assessed from the codebase itself rather than from rolled-up dashboard metrics or static-analysis scorecards in isolation. Cyberonix examines structural quality, the distribution of complexity, the parts of the codebase that carry the product’s revenue versus the parts that are inactive, and the debt the codebase has accumulated relative to the roadmap commitments it must support. Architecture is reviewed against the product’s stated scaling path rather than an abstract reference model. Build, test, and continuous-integration infrastructure is treated as a primary measure of engineering discipline.

Defect data, post-mortem records, and on-call telemetry are read as evidence of how the team operates under load rather than how it describes itself under interview conditions. The pattern of incidents, the depth of the post-mortems, the recurrence of root causes, and the response time on-call data shows under stress are stronger signals than the organization’s stated process maturity. Where the artifacts and the management narrative diverge, the artifacts are reported.

Where AI is integral to the target’s product, the review extends to the model lifecycle, the evaluation infrastructure that gates promotion, the monitoring that surfaces drift and degradation in production, and the AI-augmented portion of the development practice itself: how much of the codebase is AI-generated, what review discipline applies to it, and whether the practice has adapted to the production rate AI assistance now sustains.

IP, Security, and Compliance Posture

Intellectual-property posture is read from the codebase and its supporting records rather than from the target’s representations alone.

Technical IP review examines code provenance, open-source license compliance, the third-party component inventory and the obligations its licenses carry, and the chain of evidence behind the target’s representations about IP ownership and freedom to operate. The review surfaces copyleft exposure, attribution failures, prior-employer contamination patterns, and provenance gaps the representations cannot resolve. Findings are written so the deal team can convert them into representations, indemnities, escrows, or specific post-close remediation requirements.

Software-security posture is evaluated from the artifacts rather than from certification logos or vendor self-attestation. The review examines threat-model coverage against the product’s actual attack surface, the vulnerability-management practice the artifacts demonstrate, secrets-management discipline across the development pipeline, dependency-update cadence and the unresolved vulnerability backlog, and the incident history together with the post-incident corrective record. A SOC 2 Type II report or ISO 27001 certificate is read against the evidence the underlying controls produce, not accepted at face value.

Compliance review covers the frameworks the target operates under: SOC 2 Type II for service-org controls, ISO 27001 for information security management, HIPAA for healthcare data, PCI-DSS for payment card data, GDPR for EU data protection, and sector-specific frameworks the target’s customers impose. The analysis examines whether the documented controls are matched by the artifacts that should evidence them and where the gap creates exposure. Findings are surfaced with a view to deal terms: representations, indemnities, escrows, holdbacks, and post-close remediation.

Scalability and Integration Risk

Scalability and integration risk close the diligence: whether the target’s architecture can carry the projected load, and where its tooling and practice will collide with the acquirer’s own.

Scalability is assessed against the specific growth case the transaction is underwritten on rather than against a generic capacity model. The architecture, the data layer, the operational practice, and the cloud-provider posture are examined for the breaking points along the projected growth path: the engineering and infrastructure investments required at each step, and the points at which the existing architecture cannot carry the load without rework. The breaking points are named specifically rather than described in qualitative terms.

In strategic-acquirer engagements, integration risk is added: the review identifies where the target’s engineering practice, technology stack, source-control and release tooling, and engineering culture create friction with the acquirer’s own. The Cyberonix deliverable maps each finding to its implication: for valuation, for deal terms, or for the post-close integration and remediation plan. The findings are documented to a level of detail that would survive scrutiny in post-close litigation if a representation later proved inaccurate, even though the deliverable itself is written for the deal team and the board.

Our Experts

The Cyberonix M&A technology due diligence team is the same group of senior consultants who staff the firm’s litigation work. Each holds a faculty appointment at a research university in the United States, with recognitions including IEEE Fellow status, ACM Distinguished Member status, and named professorships at leading research institutions. Industry depth spans software engineering practice, software architecture, distributed systems, and software security. Engagements are staffed so the lead consultant’s research record and industry background align with the target’s stack and product domain.

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