Bug triage. 50-75% faster.
Bug reports, logs, and stack traces analyzed. Source code locations identified. Root cause diagnosed. Fixes proposed and validated for regressions.
Fixes that introduce new bugs
Bug triage is time-consuming. Manual root cause analysis. Fixes sometimes introduce regressions. Production incidents need urgent response.
We analyze bugs, diagnose root causes, propose fixes, and validate against regressions.
Analyze. Fix. Validate.
Bug reported
Issue arrives via Jira, Sentry, or Datadog alert.
AI diagnoses
Logs analyzed, root cause identified, fix proposed.
Fix validated
Proposed fix tested for regressions before merge.
Results
| Before | After |
|---|---|
| Bug triage: Hours | 50-75% faster |
| Fix quality: Regressions common | Validated against regressions |
| Resolution time: Days | Same-day for most |
Technology
Tech stack
Build time
4-6 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 bug fixing
How accurate is root cause analysis?
High accuracy for common bug patterns (null pointers, type errors, API failures). Complex bugs may need human diagnosis, but AI narrows the search significantly.
What if the proposed fix is wrong?
Engineers always review before merge. AI proposes fixes with reasoning. Engineer validates logic and runs regression tests. Collaboration, not replacement.
What's the ROI?
Engineering teams typically cut bug triage time 50-75% (hours → 30-60 minutes). For teams handling 50+ bugs/month, that's 100-200 hours/year saved = $90K-$180K in capacity. Plus faster MTTR improves customer satisfaction by 20-30%.
How long does implementation take?
4-6 weeks from kickoff to production. Week 1-2: Integration with issue tracker and monitoring tools. Week 3-4: Root cause analysis configuration. Week 5-6: Fix validation setup 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.