Continuous workflow health monitor for Jira that reconstructs time-in-status history, surfaces bottleneck patterns across sprints, and pushes weekly digest reports to Slack so engineering leads never
Engineering managers want to know where work actually gets stuck but Jira only tells you where it is now, making every retrospective a guessing game
Built for Jira teams needing historical reporting, retrospectives, or compliance audits showing issue state at specific past dates..
Jira intentionally keeps historical state opaque to preserve query simplicity, so a dedicated status-history layer becomes the single source of truth for process improvement conversations
“Have anyone one on here found a work around for this? ... As others have pointed it out, Jira does not give you this information directly. JQL can only filter i…”
The receipts — real demand
“Have anyone one on here found a work around for this? ... As others have pointed it out, Jira does not give you this information directly. JQL can only filter issues. The search page can't show data other than issue fields. Our team at OBSS built Time in Status app for similar needs.”
Full dossier
Unlock the full dossier — free
Every corroborating quote, the source receipts, and the community echo. One email, no payment.
demand score 6.3 — the receipts are below
Why this is a gap
Surfaced from a high-intensity complaint with clear willingness to pay and a specific, reachable audience.
The market
Jira teams need historical snapshots for compliance, audits, and retros (the pain is explicit), but no search volume means this is a niche, known pain that teams accept as a Jira limitation rather than a market pulling for solutions.
Competition & the opening
Atlassian's Change Log and timeline features exist but don't expose full issue state at past dates; some teams use custom scripts or data warehousing. The gap is a queryable, visual history of issue fields and transitions over time.
What's hard to build
Feasibility 4/10: Jira's API does not expose historical snapshots directly; you must capture every field change via webhooks in real-time or backfill via audit logs, then store and query that immutable history reliably—a hard data architecture problem.
Why now
Jira's search API now exposes historical issue data; users increasingly need audit trails and trend analysis without manual exports.
How you'd monetize
$15-50/mo Jira plugin subscription