Fix the pattern,
Not just the ticket.
rooots.ai analyzes hundreds of Jira bugs at once and turns them into clear prevention priorities, so teams ship faster with fewer repeat incidents.
Built for privacy-first engineering teams
Customer code is never used to train models and never stored on disk. Analysis is transient, controlled, and built for security-conscious organizations.
Turn recurring bugs into prevention work your team can ship
From issue patterns to code context, every signal is prioritized for action, not dashboard noise.
Find recurring failure patterns
Analyze Jira history at scale to surface bug families and where they originate in your delivery process.
Connect tickets to code reality
Correlate Jira signals with GitHub, GitLab, Bitbucket, or Perforce context so fixes target causes, not symptoms.
Learn from every incident
Convert post-mortem knowledge into repeatable prevention playbooks and higher-confidence planning.
Get valuable insights in minutes
Connect once, run a scan, and push insights back into the workflow your team already uses.
Connect Jira and your codebase
GitHub, GitLab, Perforce (P4), and Bitbucket are supported, including on-prem deployments through the On-prem Agent (beta).
Run your first scan
rooots.ai triages issues, analyzes history, and highlights the root causes most likely to repeat.
Write back to Jira
Publish findings to comments or custom fields so teams can act immediately without tool-switching.
Prioritize prevention work
Use trend reports to define prevention epics and reduce incident volume quarter over quarter.
Technical depth for serious evaluations
Clear implementation details for engineering, platform, and security stakeholders.
Jira Write-back
Choose comments, custom fields, or both, so prevention insights appear directly in everyday ticket workflows.
On-prem Agent (beta)
Support private infrastructure with the on-prem agent beta while maintaining strict network and data boundaries.
Privacy Guarantees
Customer code is never used to train models and never stored on disk, consistently enforced across our entire tech stack.
From RCA output to prevention roadmap
Move from reactive ticket cleanup to focused prevention initiatives with measurable engineering impact.
Epic Generation
Group related root causes into practical epics with clear ownership and delivery value.
Impact Quantification
Estimate engineering time recaptured when recurring failures are prevented upstream.
Talk to the rooots.ai team
Tell us about your environment, privacy requirements, and goals. We will map the fastest path to a production rollout. Join our beta and get early access.
