Process mining + AI advisor for Jira

Stop guessing what's broken in your Jira workflows.

Process Advisor mines your actual ticket history to show you where work stalls, loops and leaks time — then tells you exactly what to fix, in priority order. It's the work a senior Atlassian consultant would do, in hours instead of weeks.

Hours, not weeks
First findings in under an hour. No workshops, no screenshot archaeology.
Your data stays private
Runs inside Atlassian. Only anonymized patterns ever reach the AI — you control what.
Fix list, not a dashboard
Every finding comes with a concrete recommendation and an implementation path.
Process mining workflow map
Process Advisor for Jira overview dashboard
AI automation pack outputs

Built for Jira, grounded in reality

Not generic AI commentary. Every recommendation is backed by your own workflow execution data.
1
See the real workflow
Actual paths, loops, delays, handoffs — not the diagram you wish you had.
2
Get advisor-quality outputs
Executive assessments, health findings, automation packs — ready to share.
3
Act on it
Prioritised fixes, redesign options and automation candidates.
The problem

Workflow reviews are slow, manual, and usually wrong about the root cause.

Teams run workshops, collect screenshots and compare opinions. They miss the actual routing, the hidden rework, and the real reason tickets are late. Then they automate the wrong thing and wonder why nothing improved.

Your workflow diagram is a lie
Jira shows you the intended process. It doesn't show the loops people actually take, the statuses they skip, or the handoffs that quietly cost you four days every ticket.
Manual analysis takes weeks
Consultants and internal analysts spend days pulling data, interviewing users and stitching together recommendations — and their answers are only as good as the sample they happened to look at.
Automation gets pointed at symptoms
Without evidence, teams automate whatever's loudest. More rules, more complexity, same bottlenecks. The actual fix is usually somewhere else.
Why it's different

Process mining + AI, not AI alone.

Most "AI for Jira" tools guess. Process Advisor starts with the facts — your real workflow execution — and lets the AI reason from there. That's what makes the recommendations specific, defensible and actually worth acting on.

Workflow variants
Every path work actually takes, ranked by frequency and cost.
Cycle patterns
Where tickets age, where SLAs slip, which states hold work hostage.
Rework loops
Repeat transitions and back-and-forth that burn capacity invisibly.
Automation candidates
Specific, evidence-backed places where automation pays off.
1
Every finding is backed by your data
Not generic best-practice text. The AI reasons over your actual execution.
2
Covers the full loop
Diagnosis, prioritisation, redesign and automation — one tool, one narrative.
3
Outputs you can actually send
Executive assessments and health reports that stand up in a steering committee.
How it works

From your Jira to a prioritised fix list — in five steps.

Install, connect a project, and Process Advisor does the rest. The output isn't a dashboard to interpret — it's a set of findings and recommendations you can act on immediately.

Workflow datasets and process mining view
1

Connect your Jira project

Install from the Marketplace. Point it at a project. Process Advisor extracts an event log from your actual issue history — no integration work, no data export.

2

See the real workflow

Interactive process map shows every path work actually takes, with frequencies, cycle times, rework rates and handoff delays.

3

Generate the AI advisor outputs

One click produces an Executive Assessment, Process Health report, Improvement Opportunities and Automation Packs — all grounded in your data.

4

Prioritise with confidence

Every recommendation is scored by impact and effort so you can lead with the changes that move the needle.

5

Export, present, implement

Share findings with stakeholders, use them in consulting readouts, or hand them straight to your Jira admin as a backlog.

What you get

Four deliverables, ready to share.

These aren't dashboards you have to interpret. They're the artefacts a senior consultant would produce — written in business language, grounded in your data, and ready to put in front of a sponsor.

Executive Assessment

A leadership-ready summary of workflow health, where value is leaking, and what deserves attention first.

  • One-page framing of bottlenecks, risk and service impact
  • Written in business language, not Jira jargon
  • Ready for steering committees and sponsor conversations

Process Health Findings

A structured diagnostic covering workflow design, cycle times, rework, SLA pressure and compliance risk.

  • Findings ranked by evidence strength and business impact
  • Root-cause hypotheses linked to specific data patterns
  • Clear separation of symptoms from causes

Improvement Opportunities

Prioritised recommendations across process design, policy, Jira configuration and operating model — with impact and effort scored.

  • Quick wins separated from strategic redesigns
  • Each recommendation tied to the evidence that produced it
  • Configuration-level suggestions a Jira admin can action

Automation Packs

Where automation is the right answer, the app produces specific, implementable automation designs.

  • Native Jira Automation, ScriptRunner, JMWE and JWT patterns
  • Based on actual workflow friction, not generic templates
  • Implementation guidance, not just "consider automating X"
Example finding

What a real recommendation looks like

On a support workflow of 4,200 tickets, Process Advisor identified a pattern the team hadn't seen:

The finding
31% of tickets
bounced between "In Progress" and "Waiting on Customer" more than twice — adding an average of 4.2 days to resolution and driving 68% of SLA breaches in the sample.
The recommendation
2 config changes
Add an auto-transition with SLA timer reset on customer response, plus a policy change requiring a triage note before the first customer wait. Estimated impact: ~60% reduction in ping-pong cycles.
Data privacy & control

Your Jira data stays yours. Period.

Enterprise security teams care about this, and so do we. Process Advisor is built so that you can get the value of AI-guided analysis without giving up control of your data.

Runs inside Atlassian

Process Advisor is an Atlassian Forge app. It runs on Atlassian's own infrastructure, inside their trust boundary. Your Jira data doesn't leave their cloud — except for the specific, anonymized AI step you explicitly enable.

Only anonymized patterns reach the AI

We don't send ticket content, comments, descriptions, user names, email addresses, customer data or any PII to the AI. The AI sees workflow shape — state transitions, timings, frequencies — never the words inside your tickets.

You choose what gets analyzed

Select specific projects. Exclude fields, statuses or date ranges. Turn off AI features entirely and use the process mining on its own. You're in control of every piece of data that enters an analysis.

AI providers don't train on your data

We use enterprise API endpoints from major AI providers (Google Gemini, Anthropic Claude, OpenAI) — all configured so your data is never used for model training and is not retained for longer than the request itself.

Full audit trail

Every analysis, every AI call, every dataset accessed — logged and visible. You can see exactly what was analyzed and when, and export the audit log for your compliance team.

One-click data deletion

Uninstall and all app data is removed. Want to clear specific analyses before that? One click. Nothing is retained on external servers beyond what's needed for the session.

Who it's for

Teams that need better workflow decisions, faster.

Internal improvement teams, independent consultants and Atlassian partners all use Process Advisor — each for a different reason, but all starting from the same evidence layer.

Internal teams

See where your Jira workflows are leaking

Stop arguing about process in workshops. Bring data to the conversation, pick the right fixes, and ship changes your users actually feel.

  • Replace anecdote with evidence in workflow debates
  • Spot service and operational pain points before they escalate
  • Back change initiatives with a defensible fact base
Consultants

Deliver senior-grade analysis without the grind

Compress discovery, raise the quality of your findings, and put a polished deliverable in front of the client while your competitors are still pulling data.

  • Cut discovery from weeks to days
  • Win credibility with evidence-backed findings
  • Open up follow-on redesign and automation work
Atlassian partners

Package a more valuable advisory offer

Standardise how you run service management assessments, sharpen your presales story, and create a clearer path from discovery into delivery revenue.

  • A repeatable consulting offer your team can deliver consistently
  • Differentiation from generic "optimisation" pitches
  • Natural upsell into implementation and transformation work
The business case

From stuck workflows to a priority fix list — in under an hour.

Three reasons this pays for itself almost immediately.

Replace weeks of discovery work
What a senior consultant does in a month of interviews, screenshots and spreadsheets, Process Advisor does in an afternoon — and the output is more defensible because it's grounded in actual data.
Standardise how recommendations are produced
Same rigour, every time. No more "it depends which consultant you got." Every workflow review follows the same evidence-driven method.
Sell and deliver higher-value work
Evidence-backed findings open doors that generic advice doesn't. Use them to win redesign, automation and transformation work that used to be hard to justify.
FAQ

Questions you're probably asking

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

Jira reports tell you how long things take on average. Process Advisor tells you why — which paths work actually follows, where rework happens, which transitions cause the delays, and what to do about it. Reports describe. Process Advisor diagnoses and recommends.

Is this just a dashboard?

No. The analytics matter, but the real value is the advisor output: written findings, prioritised recommendations and implementation guidance. You get the artefacts a consultant would produce, not a chart for you to interpret.

Do I need process mining expertise to use it?

No. Process Advisor is designed for Jira admins, service managers and consultants — not data scientists. The AI layer does the interpretation. You get plain-English findings and concrete next steps.

What data does it access, and is it safe?

It reads issue history from the projects you authorize — nothing more. Ticket content, comments and PII stay inside Atlassian. Only anonymized workflow patterns reach the AI. Full details in the Data privacy section above.

Which AI model is used? Can I choose?

Yes. Process Advisor supports Google Gemini, Anthropic Claude and OpenAI GPT models. You can pick the provider that matches your organisation's approved AI vendor list, or run without AI and use the process mining on its own.

Is automation the main point of the product?

No. Automation is one output path. The broader job is diagnosing what's actually wrong, redesigning where that's the right answer, and using automation only where it genuinely helps. Process Advisor is explicit about which is which.

How do I trial it, and what does it cost?

Install free from the Atlassian Marketplace — there's a full-feature trial, no credit card. Pricing scales with the size of your Jira instance. See pricing or book a 20-minute demo if you'd like us to walk through it on your own workflows.

Get started

See Process Advisor on your own Jira in 10 minutes.

Install free from the Atlassian Marketplace and run your first workflow analysis today. No credit card, no sales call required. Or book a short demo and we'll walk through it on a sample workflow together.

Also available for ServiceNow — see the ServiceNow landing page →