Measuring software development
The independent software audit
An outside read of what your teams and vendors actually produce, and of the real state of your code, from a party with no stake in the answer. Not an interview exercise. A reading of the work itself, in business terms, in days.
Why organisations commission one
- Of CIOs name the assessment of technology ROI as a point of contention with their CFO. (KPMG, 2025)
- 49%
- Of CIOs name the assessment of technology ROI as a point of contention with their CFO. · KPMG, 2025
- Of CFOs are satisfied with their visibility into software spend. (KPMG, 2025)
- 20%
- Of CFOs are satisfied with their visibility into software spend. · KPMG, 2025
- Estimated annual waste from engineers contributing little or no meaningful work. (Stanford, 2024)
- $90bn
- Estimated annual waste from engineers contributing little or no meaningful work. · Stanford, 2024
The people who sign for software cannot see what it produces, and the people who can see are the ones being assessed. An independent audit closes that gap without asking the assessed to grade themselves.
What it covers
Four readings, one independent measure.
Output and value
What every team, division and vendor actually produces, on one independent measure, set against what each of them costs.
Quality and technical debt
The health of the codebase read from the code itself: debt load, quality profile and the risks that price themselves in later. Duplicated code blocks are up 81% since AI, and refactoring has fallen 70% (GitClear, 2026).
Security and architecture
On-demand agent reviews across security and architecture, read-only and audit-trailed, surfacing the exposures a status report never mentions.
The AI shift
The AI-built share of the work measured against what it delivers, so you can see whether the AI investment is paying off rather than assuming it.
What makes it independent
Three commitments the parties closest to the work cannot make.
We do not sell the tools we measure
So no reading is quietly in service of a product roadmap or a licence renewal.
We do not host your code
Read-only, sandboxed, audit-trailed, and able to run in your own cloud. The measurement is kept, not the source.
We do not deliver the remediation
The distance is what makes the answer trustworthy. Your team or a partner acts on it; we define and verify the method.
How it works
A frictionless, secure first step
No workshops, no interviews, no disruption to delivery. A single point of contact, an agreed scope, read-only access, and within days a picture of your own organisation you have never had before.
- 01
A scope, not a project.
Thirty minutes to agree what you want read, and a single point of contact. No workshops, no interviews.
- 02
Read-only access.
You grant read-only access to the repositories in scope, set up to suit your security posture, including inside your own cloud.
- 03
The reading, with history.
The first reading lands within days and includes history, so the picture arrives with a trend already in it, not a snapshot.
- 04
Findings your board can act on.
Presented in business terms, with the deep dives you choose. You decide whether the audit becomes a standing measure.
Questions
The questions worth asking
Related reading: technical due diligence for deals, and measuring software developmentin full. Defined plainly:independent software auditand technical debt.
What is an independent software audit?
It is an outside assessment of what an organisation's software development actually produces and what state its code is in, carried out by a party with no stake in the answer. It reads output and value, quality and technical debt, security and architecture, and the return on the AI investment, and reports them to the people who own the budget in business terms.
How is it different from a code review or a security audit?
A code review looks at a change. A security audit looks for vulnerabilities. An independent software audit steps up a level: it measures what the whole investment produces across teams and vendors, grounds it in cost, and puts it in front of leadership. Security and architecture are part of what it reads, not the whole of it.
Why does independence matter?
Because everyone close to the work has a reason to shade the number. A tool vendor wants its tool to look effective; a delivery team wants delivery to look good; a consultancy that also sells the remediation is grading a market it profits from. An audit is only trustworthy when the party producing it does not sell the tools it measures, does not host your code, and has no incentive to inflate the result.
How is it different from a consultancy engineering review?
A consultancy review is people-intensive, interview-led and slow, and the firm delivering it often has an interest in the follow-on work. An independent software audit reads the work itself rather than asking people about it, arrives in days rather than months, and keeps the measurement separate from whoever delivers any change that follows.
What access do you need, and is our code safe?
Arrio supports multiple deployment and security models, chosen to suit your business: multi-tenant with read-only repository access, or running inside your own cloud so nothing leaves your estate. Access is read-only, sandboxed and audit-trailed, and source code is not stored. The current detail lives at docs.arrio.ai.
How long does it take?
The first reading lands within days, and it includes history, so it arrives with a trend already in it rather than a snapshot that needs a year to mean something. It takes almost nothing from your delivery teams: a single point of contact, an agreed scope, and read-only access.
Sources
- KPMG, 2025 49% of CIOs (against 39% of CFOs) name the assessment of technology ROI as a point of contention; 20% of CFOs satisfied with software visibility.
- Stanford, 2024 9.5% of engineers contribute minimal work; an estimated $90 billion wasted annually (Yegor Denisov-Blanch).
- GitClear, 2026 Maintainability Gap study, 211M lines of code: the share of new code rewritten within two weeks rose from 3.3% to 7.1%; duplicated code blocks up 81%; cross-file reuse down 35%; refactoring moves down 70%.
Get an independent read on what your software development produces.