Triage that finds the true backlog
Findings from every scanner deduplicated and tested for reachability. Most 'critical' queues shrink dramatically once you know what's actually exploitable in your architecture — and what's noise.
Services AI Vulnerability Remediation
AI-Accelerated Vulnerability Remediation Program
Your vulnerability backlog, burned down — not managed.
We turn scanner findings into merged fixes. Remediation runs as a program — deduplicated, reachability-triaged, with fixes drafted by AI as ready-to-review pull requests and every one reviewed by a senior security engineer — so the backlog goes to zero on the vulnerabilities that matter.
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What is AI-accelerated vulnerability remediation?
AI-accelerated vulnerability remediation is a program that uses AI for the work that burns engineer time — deduplicating findings across scanners, tracing whether vulnerable code is actually reachable, drafting patches and dependency upgrades as ready-to-review pull requests — while security engineers make the calls AI can't: what's exploitable in your architecture, what ships, and what's acceptable risk. The output isn't a cleaner dashboard; it's merged fixes.
What you get
Fixes as pull requests, not tickets
Patches, dependency upgrades, and config changes arrive as PRs against your repos with passing tests — drafted by AI at machine speed, in your codebase's own conventions.
A senior engineer behind every merge
Nothing lands unreviewed. Our security engineers verify each fix closes the vulnerability without breaking behavior — your CI and your approval stay in the loop throughout.
Numbers your auditors and buyers want
Time-to-remediate tracked against your SLAs, with reporting that drops straight into SOC 2 vulnerability-management evidence and enterprise security questionnaires.
How it works
- 1
Baseline
First 1–2 weeks.We connect your scanners and repos, deduplicate everything, and run reachability triage. You get your true backlog — usually far smaller than the raw count, and finally in priority order.
- 2
Burn down
A steady PR cadence, sized to your gaps.Fixes flow as pull requests, batched to respect your release process. Your engineers review and merge; ours verify each vulnerability is actually dead. The backlog chart finally points down.
- 3
Hold the line
Ongoing.New findings get triaged and fixed inside your SLAs, and monthly reporting shows the numbers holding. Vulnerability management becomes a metric you quote with pride.
AI-Accelerated Vulnerability Remediation Program questions, answered
Won't AI-written patches break our code?
Not the way we run it. Every fix is drafted against your codebase's conventions, must pass your test suite and CI, and is reviewed by a senior security engineer before your team ever sees it — then your engineers still approve the merge. AI sets the pace; humans set the bar.
We already have Dependabot and Snyk. What's different?
Those tools tell you what's wrong; the backlog exists because telling isn't fixing. We add the missing half: reachability triage so you fix what's exploitable, drafted fixes for the findings automation alone can't patch, and an engineer accountable for the backlog actually reaching zero.
Does it cover penetration test findings too?
Yes — pentest reports, bug bounty submissions, and customer-reported issues enter the same pipeline as scanner findings. If we ran your pentest, the handoff is seamless; if someone else did, we work from their report.
What access do you need?
Read access to your scanners and repositories, and the ability to open pull requests from a branch — least privilege, no direct pushes, no production access. Everything we do is visible in your review history.
What does the program cost?
Like all our work: billed in 15-minute increments with an optional monthly cap, so the price tracks the actual backlog rather than a seat count. The free backlog assessment gives you a realistic effort estimate before you commit to anything.
Every finding you close is an answer ready for your next enterprise buyer.
Fix them, don't file them
Send your company email and we'll come back with your backlog assessment.