How it works

Risk Radar reads what your team already writes.

No new tickets, no new templates, no separate risk-review meeting. It watches the requirements, code, and bug history you're already producing, and turns that into a score before a release ships.

The pipeline

Three passes, one score.

01

Ingest

Connects to Jira, GitHub, GitLab, and your bug tracker, then pulls in requirements, tickets, and diffs as they're written — continuously, not on a schedule.

02

Analyze

Reads change intent, code complexity, and defect history together. A large diff against a component with a clean bug history scores differently than the same diff against a fragile one.

03

Score & flag

Every release gets a composite risk score with a plain-language reason for each flag — visible in your PR, your release channel, or the dashboard, before you merge.

Under the hood

What each category actually measures.

The composite score is never a mystery number. It's built from four inputs you can inspect individually.

Requirements

Clarity & volatility

How well-defined the ticket was before code was written, and how many times scope changed mid-implementation.

Code

Complexity & churn

Size and structural risk of the diff itself — branching complexity, files touched, and how often that code changes.

History

Bug density

How failure-prone this component has been in the past — components with a rough history are weighted accordingly.

Verification

Test coverage

How much of the actual change is verified, not just the file overall — coverage on the lines that changed.

Delivery

Release gates

Set a threshold and Risk Radar blocks the merge or deploy automatically once a score crosses it.

Feedback

Outcome tracking

When an incident happens, Risk Radar links it back to the release and score that predicted it, and recalibrates.