Tech debt quantified. Remediated automatically.
Codebase scanned for debt indicators. Scored and categorized. Safe refactoring PRs generated. Outdated packages updated. Legacy code documented.
Debt accumulates faster than you pay it down
Legacy code becomes no-go zones. Dependencies outdated for months. No visibility into debt severity. Refactoring never gets prioritized.
We quantify debt, generate safe refactoring PRs, and keep dependencies current.
Scan. Score. Remediate.
Connect your repo
Integrate with GitHub, SonarQube, Snyk, Dependabot.
AI scans and scores
Debt indicators found, scored, and categorized.
Refactoring PRs generated
Safe changes proposed. Dependencies updated. Docs created.
Results
| Before | After |
|---|---|
| Debt visibility: None | Scored and categorized |
| Dependencies: Months outdated | Same-day updates |
| Legacy docs: None | Auto-generated documentation |
Technology
Tech stack
Build time
6-8 weeks
What our clients say
"Working with Ability.ai helped us streamline parts of our customer support and community management. Their automation tools saved our team time and made our processes more efficient."
Boiko Dmytro
COO
HOLYWATER
"Omg this is insane what you've done with the MVP without much direction from me. I appreciate the depth of your work and see so much long term work together."
Erik
NutraDirect
"From day one, Ability.ai brought a thoughtful, results-first approach to our partnership. They quickly understood our goals, proposed pragmatic solutions, and moved implementation forward with minimal friction. Their responsiveness and domain expertise have improved both our team’s efficiency and the impact of our campaigns."
Mike Rizzo
VP Sales
MarketingOps
Ready to get started?
Book a strategy call. We will scope your project in 30 minutes.
How we get there
Discovery call
30-minute conversation to understand your pain points and current workflow.
Scoping & proposal
We define the deliverables, timeline, and fixed cost for your starter project.
Build & iterate
We build, test, and refine with your team. You see progress every week.
Handover & scale
You own the system. No subscriptions. Scale to more solutions when ready.
Fixed-cost starter project. No platform fees. You own everything.
Questions about tech debt management
How is debt scored?
Multiple factors: code complexity, duplication, outdated dependencies, security vulnerabilities, lack of tests, and documentation gaps. Scored 1-100 with severity categories (critical/high/medium/low).
Are the refactoring PRs safe?
Yes. AI generates conservative refactorings (extract method, rename, simplify). Regression tests run before merge. No risky changes—safety first.
What's the ROI?
Engineering teams typically reduce debt remediation time by 60-70% (weeks → days for major refactors). Dependency updates prevent security incidents (average cost: $200K-$500K per breach). Plus improved code quality reduces bug rates by 25-35%.
How long does implementation take?
6-8 weeks from kickoff to production. Week 1-3: Repo integration and debt baseline scan. Week 4-5: Remediation workflow setup. Week 6-8: Testing and deployment.
Do we own the system?
Yes. No platform fees. We build the infrastructure in your stack, hand over the keys, and you own it forever.