Engineering Excellence
Prove your engineering organization is mature.
A great product doesn’t prove a mature engineering organization — and that’s what enterprise diligence evaluates. ShipReady scores six dimensions of engineering maturity from your own systems, so “we have great engineers” becomes evidence.
Six evidence-based scores
Each score is computed from your connected systems — or reads “not measured” when the evidence isn’t there. Nothing is fabricated to fill a gap.
How the scores are computed
Each score reads from the systems you connect: source control, cloud accounts, and the scanners and pipelines behind them. The scorers are deterministic and denominator-first. A vulnerability density is measured over the repositories that were actually scanned, and IT Modernization is measured over deployable services rather than every repository you happen to own.
Confidence follows coverage. A score that rests on a single source is capped at medium confidence, and when the data is too thin the letter grade is withheld rather than guessed. A dimension with no evidence at all reads not measured, so a missing connection never looks like a clean bill of health.
What a diligence reviewer looks for
Enterprise buyers and investors ask the same handful of questions about an engineering organization. Is it running runtimes and dependencies that are past end of life? Are known-exploited vulnerabilities open, and for how long? How reliably does the team ship, and how often do changes fail? How much of the codebase is carrying debt that will slow the next year down?
The six scores answer those questions from evidence. Delivery metrics are never built from preview deployments, CI noise, or bot activity. Technical debt comes with a remediation-cost estimate, so the number on the page can be weighed against the cost of fixing it. When a reviewer asks how a number was produced, the answer is on the score itself.
From a score to a plan
A score is only useful if it tells you what to do next. Each dimension breaks down into the findings behind it. Security Readiness ranks deduplicated findings by severity and flags known-exploited vulnerabilities. A penalty for vulnerabilities left open too long is capped, can only lower the score, and is disclosed whenever it moves the score by a point or more.
Lifecycle Risk lists the runtimes and dependencies that are past or near end of life, so upgrades can be scheduled before they become incidents. Technical Debt carries a remediation-cost estimate split by subscore, and a Value at Stake headline turns the engineering findings into a figure a board can weigh against other investments.
Frequently asked questions
- Which systems does ShipReady read?
- The systems you connect. Connectors include GitHub, GitLab, AWS, Google Cloud, Azure, Oracle Cloud, and Supabase. Each score reads only from the sources relevant to it, and a score whose sources are not connected reads not measured.
- What happens when a source is missing?
- The affected score reads not measured, or its confidence drops and the letter grade is withheld. ShipReady never fills a gap with a benchmark or an estimate, because a fabricated pass is worse than an honest blank.
- Are the delivery metrics the DORA metrics?
- Delivery Health draws on the same signals DORA describes, such as deployment frequency, lead time for changes, and change failure rate. None of them is computed from preview deployments, CI-only runs, or bot activity.
- Can I score a single team instead of the whole organization?
- Yes. A team can be assigned a subset of repositories, and its score is computed independently from only those repositories. Enabling team scores does not change the organization-wide number.
- Is this a developer productivity tracker?
- No. The scores describe the engineering organization and its systems: security, debt, lifecycle, delivery, modernization, and cloud posture. They are built to answer diligence questions, not to rank individual engineers.
- Why does a letter grade sometimes disappear?
- Because the evidence behind it is too thin to support one. Confidence is gated on coverage: a score from a single source is capped at medium confidence, and when coverage drops further the letter is withheld rather than guessed.