A sprint review document with AI pulls together completed stories, demo highlights, sprint metrics, and upcoming priorities into one polished document. Most teams spend 30-60 minutes compiling this information from Jira, Confluence, and Slack threads. AI reduces that to about 15 minutes by extracting completed items from your task tracker, summarizing key demos, and calculating velocity and carry-over metrics. On aidowith.me, the Project Recap route covers 10 steps in roughly 1 hour. You'll input your sprint data, and AI generates a draft with sections for delivered features, known issues, stakeholder feedback, and next-sprint goals. The route also includes a formatting step that produces a presentation-ready version for stakeholder meetings. Teams using structured review docs report 35% fewer miscommunications about what shipped.
Last updated: April 2026
The Problem and the Fix
Without a route
- Compiling sprint review data from Jira, Confluence, and Slack takes 30-60 minutes every two weeks
- Stakeholders miss what your team shipped because review docs are inconsistent or skipped entirely
- Demo notes and metrics live in different places, so nobody has a single source of truth
With aidowith.me
- Generate a complete sprint review doc from your task tracker data in about 15 minutes
- Produce a stakeholder-ready format with delivered features, metrics, and next-sprint goals
- Build a consistent review template that carries forward so every sprint has the same structure
Who Builds This With AI
Managers & Leads
Reports, presentations, and team comms handled faster.
Ops & Analysts
Summaries, process docs, and structured output from messy inputs.
Marketers
Content, campaigns, and briefs done in hours instead of days.
How It Works
Input sprint data and completed items
Paste your sprint board export, completed story list, or Jira summary. AI identifies delivered features, carry-over items, and blockers.
AI drafts the review document
AI generates sections for features shipped, demo notes, velocity metrics, and known issues. You edit and add context where needed.
Format for stakeholders and share
Choose a presentation-ready layout or a Confluence-style doc format. Add next-sprint goals and share with your team and stakeholders.
Ship Sprint Reviews That Stakeholders Read
Follow 10 steps with AI and create polished review docs from your sprint data in minutes.
Start This Route →What You Walk Away With
Input sprint data and completed items
AI drafts the review document
Format for stakeholders and share
Build a consistent review template that carries forward so every sprint has the same structure
"Sprint reviews used to be the task everyone avoided. Now I paste our Jira export and get a clean doc in 10 minutes. Stakeholders love the consistency."- Engineering Manager, B2B SaaS company
Questions
At minimum, a list of completed and carry-over items from your sprint. The route works best with a Jira or Linear export, but plain text lists work too. If you add demo notes and sprint goals, AI incorporates those into the right sections automatically.
The route uses copy-paste input, so you export from your tool and paste the data. This keeps it flexible across task trackers. A typical Jira board export takes under 2 minutes to pull and paste into the route.
A sprint review focuses on what was delivered and next priorities. It's for stakeholders. A retrospective focuses on team process and improvement. Both routes are available on aidowith.me, so you can do the review doc first and the retro summary right after.