For product managers who own a bug backlog

Your bug backlog,
automatically scored
and explained.

Connect Jira (or upload a CSV). SenseBug analyses every bug as it's filed, continuously re-ranks your backlog by business impact, and explains every priority call in writing. The intelligence layer your bug backlog is missing.

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Try it — no sign-up needed

See it on a real backlog.

8 bugs, reporter priorities. One click to see how the AI re-ranks them — with business impact analysis, rationale, and gap flags for every ticket.

Bug IDTitleReporter priority
BUG-042Checkout fails on mobile SafariP3
BUG-038Login loop on password resetP2
BUG-019Dashboard charts take 8 seconds to loadP1
BUG-031CSV export missing columnsP3
BUG-027Team invite link not workingP2
BUG-007Button colour slightly off-brand on settingsP1
BUG-011Notification emails show wrong sender nameP1
BUG-003Update company logo on the login pageP2

8 bugs · reporter priorities only

Stop arguing priorities.
Show the analysis.

Reporter bias, sales escalations, P1 inflation — they stop being arguments when the rationale is on the table before the meeting starts.

How it works

01

Connect Jira in 60 seconds

One webhook URL into a Jira Automation rule. From that moment on, every new bug is automatically analysed as it's filed — no exports, ever. Don't use Jira yet? Drop a CSV from any tracker.

02

Every bug, scored and explained

Priority + severity + written rationale per ticket. Duplicates flagged. Over-prioritised tickets surfaced. Whenever a new bug arrives, your backlog re-ranks automatically — no manual triage runs, no stale state.

03

It learns your team's judgment

Approve, adjust, or reject any call. After 30 verdicts, the analysis is calibrated to your team specifically — what you treat as P1 stays P1, what you downgrade gets flagged earlier next time.

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“I stopped getting pulled into priority debates. I just send the rationale and we move on.”

— Product Manager, B2B SaaS

Help & FAQ

Questions we hear a lot

How is this different from Jira's built-in AI?

Jira's AI ranks tickets inside Jira on demand. SenseBug runs continuously — every new bug is auto-analysed, the backlog re-ranks automatically, and each priority comes with a written rationale you can point to. We also track patterns over time (reporter inflation, aging P1s, escalation history) that a single-ticket AI inside Jira can't see.

Couldn't I just paste my CSV into ChatGPT or Claude?

You could — once. The value isn't the analysis itself. It's that it happens continuously, integrates with Jira live (no exports), maintains your backlog state automatically as new bugs arrive, and learns your team's specific judgment over 30+ verdicts. ChatGPT forgets every conversation; SenseBug holds the state.

How does the Jira integration work?

Connect under Settings → Integrations. SenseBug gives you a webhook URL to paste into a Jira Automation rule. From that moment on, every new bug is automatically analysed and prioritised as it's filed. P1s trigger an immediate alert. When you approve a verdict, the AI-assigned priority is written back to Jira automatically. Setup takes ~60 seconds.

Don't use Jira yet? CSV upload still works.

Drop a CSV from any tracker — Linear, GitHub Issues, Shortcut, Asana. Required columns: id, title, priority. Optional but recommended: description, comments, reporter, labels.

What does "automatically re-ranks" actually mean?

Every time a new bug arrives (via Jira webhook or CSV upload), SenseBug doesn't just score the new ticket — it re-evaluates rank positions across your whole open backlog. So when you open the Backlog page on Monday, the order already reflects everything that came in last week. No manual triage runs, no stale rankings.

How does the AI rank bugs without knowing my product?

It uses your Knowledge Base — a short description of your product, your critical user flows, and your modules. Set it up once during onboarding. Every future analysis is ranked against what actually matters for your business, not generic defaults.

What does "Likely over-prioritised" mean?

SenseBug found no business-critical evidence to justify the original priority label. Common causes: the reporter used P1 for visibility, the bug affects a non-critical flow, or a workaround exists. You can approve, override, or reject the verdict — and after 30 verdicts the calibration starts catching these patterns earlier.

What happens to my data?

Stored encrypted in your account. Never used to train AI models. Never shared with third parties. You can delete any run, individual bugs, or your entire account at any time.

Is there a free trial?

Yes. Every signup gets a 14-day free trial of Pro (or Max if you start from that CTA) — no credit card required. You get full features, 250 bugs/month, live Jira integration, and AI calibration. After 14 days, choose a plan to continue. Your backlog stays intact regardless.

Still have questions?

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Make your backlog
defensible.

14-day free trial. No credit card. Get every bug scored and explained — and your backlog continuously re-ranked — in under 2 minutes.

Start 14-day free trial