Adopt AI in your business through a practical first project
Choose a first business AI project, prepare data and responsibilities, then compare accepted outcomes before expanding AI adoption across your team.
8 min read
A project status report should help someone decide what happens next. It describes accepted work, threats to the next milestone and decisions that need an owner. AI can prepare this summary when its sources are current and its conclusions remain traceable.
Start with a short template filled from the project's cards, deliverables and recorded decisions. A task marked complete and a result accepted by its reviewer may represent different states.
What belongs in a project status report?
Name the reporting period and the next objective. Answer six questions: where are we, what has been delivered, what remains, what is blocked, which decisions are needed and who owns the next actions?
Readers should be able to open the supporting material. A summary without links makes them repeat the investigation. A chronological list of every event leaves them to draw their own conclusions. Select the facts that affect a decision and preserve enough context to understand them.
Scroll to read all columns
| Section | Required information | Common mistake |
|---|---|---|
| Objective | Next outcome and reporting period | Summarizing every team activity |
| Progress | Accepted deliveries and work under review | Treating an agent's completion claim as acceptance |
| Forecast | Next milestone and its assumptions | Presenting a desired date as a commitment |
| Risks | Possible event, consequence and response | Mixing a potential risk with an existing blocker |
| Decisions | Question, options and useful decision date | Requesting approval without describing its effect |
| Actions | Confirmed owner, outcome and next check | Inventing missing owners or deadlines |
A template you can reuse
Use this format for a weekly report or a milestone review. Remove sections that do not help the reader. An explicit unknown is valuable when it comes with a practical way to resolve it.
text
Project:Reporting period:Next milestone objective:Status: on track / at risk / blocked / unconfirmed
Summary- What changed since the previous report:- Effect on the objective or date:
Accepted deliveries- Outcome, acceptance date, deliverable link:
Work in progress or under review- Expected outcome, actual state, next check:
Risks and blockers- Fact or risk, consequence, response, confirmed owner:
Decisions needed- Question, options, recommendation, useful date, decision owner:
Next actions- Action, confirmed owner, expected outcome, due date:
Sources and uncertainty- Sources checked and their update dates:- Missing information and how to verify it:Download the project status report template to keep it with your project documentation. Plain text makes the template easy to adapt without committing the team to another reporting tool.
A worked checkout redesign example
Milestone: let a customer complete a purchase in two steps while preserving the existing payment controls.
Summary: the forms are integrated and their validation errors have passed acceptance. The payment change is still under review. The delivery date remains unconfirmed until the double-submission scenario has been checked.
Accepted: forms and error messages, linked to the accepted test record.
Under review: payment and recovery after interruption, linked to the card and test environment.
Blocker: a double click may submit two attempts. The team needs to verify idempotency before accepting the result.
Decision: keep the secondary payment method in this milestone or defer it. The product owner owns that decision; no decision has been recorded yet.
Next action: the implementer fixes the confirmed defect and a different contributor repeats the customer journey. The forecast is revised after that check.
This example does not manufacture a completion percentage. It explains why one part of the checkout can be accepted while another remains open. Progress is evaluated against the milestone, rather than the number of cards moved between columns.
Prepare the report with AI
Select the period and sources before asking for prose. Provide the relevant cards, acceptance criteria, submitted results, recorded decisions and previous report. State which source wins when a conversation contradicts the board.
Ask for a factual first pass: accepted deliveries, work awaiting review, blockers and missing information. Then ask for the summary. Separating those steps makes it easier to spot a convincing conclusion that has no support in the underlying record.
The agent should cite material it actually inspected. If it cannot open a deliverable, that limitation belongs beside the affected claim. A card link alone does not prove that the result works. Our AI-ready project brief explains how to organize these inputs.
Prepare a traceable project status report
Prepare a report for the stated period using the supplied sources.
Separate accepted deliveries, results awaiting review and work in progress.
Link each important fact to its source and update date. Do not infer acceptance from a completed status.
Explain the effects on the next milestone, risks, blockers, decisions and next actions.
Do not invent owners, deadlines or percentages. Mark missing information and explain how to check it.
Produce a draft for review before distribution.
Adapt the report to the reader
A steering committee needs deviations, options and decisions. A delivery team needs dependencies, unresolved criteria and immediate next actions. A customer needs to know what is available, what is planned and where their contribution is required.
Keep one factual basis. Adjust detail and link access without changing the project's state. A customer report can leave out an internal implementation detail while preserving its effect on the date. It should not describe a result under review as a finished delivery.
The steering committee guide explains how to turn this material into a decision meeting. An AI standup serves a different purpose: organizing the team's immediate work. Avoid maintaining two copies of the same document under different names.
Measure progress without false precision
A percentage needs a clear denominator. Ten completed cards out of twenty may not represent half the effort: cards vary in size and scope can change. If you publish a metric, explain what it counts and apply that rule consistently.
When scope changes, name the addition or removal and its effect. Compare against the previous report: what was discovered, decided or corrected? This is usually more informative than carrying a green status forward every week.
Old activity also needs interpretation. A card with no recent update might be blocked, waiting on a third party or simply missing a status update. The agent can suggest checking its state. It should not infer the owner's intent or invent a reason for the delay.
Connect the report to Stellary
Stellary keeps project cards, documents and agent missions connected. Project piloting provides a frame for delegation, dependencies and review. The cockpit complements the periodic report with a view people can consult between reporting dates.
A useful first mission prepares the report without changing cards or sending the result. Once the team has reviewed the method, it can become part of an agent supervisor workflow, with the appropriate approval before distribution.
Review the report before sharing it
Start with words that carry a commitment: delivered, accepted, ready, safe and due on a specific date. Open the evidence behind those statements. Then check that decisions have a real recipient and next actions have confirmed owners.
Compare the summary with the uncertainty section. If payment recovery remains untested, a confident delivery forecast contradicts the underlying report. Fix the conclusion instead of hiding the issue in a footnote.
Keep the report with its period and the decisions made afterwards. The next report can explain what changed without reconstructing the entire project. Reporting quality is reflected in how easily people can decide and act, rather than the amount of text generated.
Preserve changes between reporting periods
Include a short comparison with the previous report. A date may change because scope grew, an assumption failed or a correction reopened an earlier result. Those causes call for different decisions. Readers should not have to guess which one explains the difference.
Show reopened work explicitly. Keep its earlier acceptance and the reason it returned to review; deleting history makes the change harder to understand. A deferred decision also remains visible while it still affects the milestone.
For external readers, check links with the recipient’s permissions. A source accessible to the author may be unavailable to a customer. Prepare an appropriate shareable summary without quietly broadening access to the source document.
Decide when a report is useful
A report has a practical job when someone can identify the next decision, its owner and the consequence of waiting. Test it with a reader who was not involved in producing it. Ask which part they would act on and which source they would open to confirm it.
If the answer is unclear, reduce the narrative and clarify the decision. If every paragraph requires a follow-up question, the sources or ownership may need attention before another AI generation. Keep the report short enough to review while preserving information needed to choose the next action.
From report to decision
Use the filled and blank decision record for a specific trade-off. The report explains the situation; the record preserves the choice, its owner and the next check. The downloadable example is fictional.
