Know where your software stands. Prove it’s improving.
Delivered as a full governance service — or as a platform in your own hands.
A solution by Claroview ApS · hello@claroview.io
Executive briefing · July 2026
● The stakes
Your software is your business
💎
Value lives in code
Products, revenue and customer experience are all delivered through software you own — and must keep alive.
⚙️
Velocity follows health
Every new feature is built on the last, so maintainability is a key driver of development velocity: healthy code ships fast; decayed code grinds delivery to a halt.
⚠️
Risk is concentrated
Security holes, key-person dependencies and unmaintainable modules are business risks — invisible in code you wrote, and in code your vendors deliver.
SOFTWARE INSIGHTS PLATFORM
● The new reality
And now: AI writes a fast-growing share of the code
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More code, faster
AI and coding agents generate at machine speed. Volume and change now outrun human review — the very control that used to catch problems.
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Who understands it?
It looks right — but when an agent writes it, no one holds the full mental model. Objective measurement becomes the only reliable ground truth.
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Risk arrives pre-written
Vulnerable patterns, insecure defaults and licence & IP contamination flow in automatically — buried the moment they land.
AI is an amplifier — it multiplies what you feed it, and keeps the sign.
~8× more duplicated code as refactoring fell to record lows (GitClear, 211M-line study) · “AI magnifies the strengths of high-performing organizations and the dysfunctions of struggling ones.” — Google’s DORA research, 2025When writing code is cheap, governing becomes a necessity.
SOFTWARE INSIGHTS PLATFORM
● The problem
Quality erodes invisibly
Technical debt accrues quietly, release after release
Maintainability slips long before anyone feels it
Decisions get made on gut feel — no objective baseline
Security & licence risk stays buried in git history
And the stake is large: industry studies put 60–80% of software’s lifetime cost in maintenance.
Claroview sizes each codebase in person-years of engineering — the value at risk, made visible.
Maintainability, unmeasured
Without measurement, the slope is only obvious once it's expensive.
SOFTWARE INSIGHTS PLATFORM
● The building blocks
Six pillars — one journey
Governance isn’t a tool you buy or a pass/fail grade — it’s six disciplines working together, and steady, visible progress from “we don’t know” toward “we measure, we own it, and we’re improving.”
🧭 Process📊 Measurements👔 Management attention📐 Standards🛠️ Tooling👥 People & teams
So the real questions become
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The practical question
How do we make all six pillars work together — across every codebase we own?
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The leadership question
Where do we stand today — and can we prove we’re improving?
SOFTWARE INSIGHTS PLATFORM
● What we actually offer
Governance delivered as a service — supported by a platform.
Not one more expensive technical tool for your engineers to run and babysit. We run the analysis, surface the insight, and help you steer the journey.
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We run the analysis
Your codebases are measured for you, continuously — nothing for teams to install or maintain.
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You get the insight
Objective scores, trends and risk — in language for leaders, not a wall of raw metrics.
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We guide the journey
A governance cadence and a maturity model, so quality keeps improving over time.
Claroview sits above the code-quality tools your teams may already run — the business-relevant perspective, not another scanner. Prefer to drive it yourself? The platform stands on its own; the service is how we recommend running it.
SOFTWARE INSIGHTS PLATFORM
● See it at a glance
The Maintainability Cloud
Every codebase becomes one data point — objective and comparable — from a single repository to your whole portfolio. Scored 1–5, so a repo, an application and a portfolio all read on the same scale. Business-critical systems drifting toward the red — your crown jewels — stand out first.
Maintainability rolls up from volume, duplication, file & unit size, complexity and test ratio.
Maintainability Cloud
🖼️Maintainability Cloud screenshotdrop image at assets/maintainability-cloud.png
SOFTWARE INSIGHTS PLATFORM
● What sets us apart Newest
The Governance Maturity Ladder
Other tools measure your code and overload you with 10,000's of violations.
Claroview tracks and shows your Governance Maturity — a single Maturity % shown as a ladder the organization climbs.
Because governance is a journey, not a pass/fail grade — and the top of the ladder is the leadership answer: proof you’re improving.
Onboarding tracked against expected applications & repositories.
1
VisibilityApplications & repositories mapped in the platform
2
BaselineEvery repository measured — the objective starting point
3
Scope ownedMeasurement scope confirmed with each team
