AI engineering due diligence

Know the engineering reality before you commit.

EngGauge turns evidence from engineering systems into a clear, executive-ready view of risk, maturity, and opportunity—before an acquisition, investment, or leadership transition.

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What to expect

Evidence over opinion

Findings trace back to real delivery, reliability, architecture, and operational signals—not interview confidence alone.

Read-only

Source systems remain untouched while EngGauge builds the assessment.

Executive-ready

Risks are prioritized by business impact, with practical next actions attached.

The assessment

From system access to decision clarity.

A focused process for investors, boards, acquirers, and incoming technology leaders who need the truth quickly.

  1. 01

    Connect the evidence

    Provide read-only access to repositories, planning tools, CI/CD, cloud, observability, incident systems, and relevant architecture documentation.

  2. 02

    Analyze engineering health

    AI-assisted analysis examines delivery, reliability, architecture, security, technical debt, team dependencies, test maturity, and AI readiness.

  3. 03

    Receive the decision brief

    Get an Engineering Health Scorecard, prioritized risks and opportunities, technical-debt hotspots, architecture observations, and a practical 90-day plan.

Engineering Health Scorecard

72/ 100

A shared language for technical condition—designed to help stakeholders compare priorities without flattening nuance.

88

Delivery

76

Reliability

64

Architecture

81

Security

52

Technical debt

69

AI readiness

Engagements

Scope matched to the decision.

Start with a focused health check or commission deeper diligence for a transaction. Final pricing reflects system count, company scale, and timeline.

Automated assessment

$2K–$5K

A rapid baseline for leadership planning, portfolio screening, or engineering health discovery.

  • — GitHub or GitLab plus Jira analysis
  • — Engineering Health Scorecard
  • — Top risks and opportunities
  • — 90-day improvement plan

Acquisition due diligence

$15K–$30K

Deeper, time-bound diligence for investors and acquirers who need material risks translated into transaction and operating implications.

  • — Multi-system evidence review
  • — Architecture and reliability risk
  • — Security and dependency exposure
  • — Executive readout and Q&A

Continuous monitoring

Track progress and emerging risk across a company or portfolio.

$1K–$5K / month

Make the next decision with evidence

See what the engineering organization can sustain.

Tell EngGauge about the company, transaction, or transition. We’ll recommend the right assessment scope and timeline.

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