Auto-generate a lessons-learned report when a Jira epic finishes

When a Jira epic is marked done, AI reads the whole history and writes a retrospective report for you.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"epic marked done"]:::trig s0["Gather epic tasks and comments"]:::task s1["Filter out irrelevant noise"]:::task s2["Generate lessons learned report"]:::task s3[("Save report to Google Docs")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"Lessons learned report saved"/]:::out pay{{"Team avoids repeating past mistakes"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsReporting & AnalyticsProject & Task ManagementEducation & Training
Connects
JiraGoogle DocsOpenAI

The problem it solves

Retrospectives and lessons-learned reports almost always get skipped because nobody has time to write them after a project wraps up. Without them, your team repeats the same mistakes on the next project.

Who it fits

Project managers or Agile teams using Jira who want retrospectives without the writing time.

How it works

  1. The automation triggers the moment an epic is marked Done in Jira
  2. It gathers every related task and comment tied to that epic
  3. It filters out the noise to keep only the useful details
  4. AI writes a structured lessons-learned report
  5. The finished report is saved directly into a Google Doc
What you get

Lessons captured while the project details are still fresh

You get a written record of what worked and what didn't as soon as each project wraps up, ready for your next planning session.

What you get

A written lessons-learned report saved in Google Docs, ready to share with your team.

What you need

A Jira account with API access and a Google account for Docs.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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