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3.Create the fact table: the claim or figure, its value, its source, the source date, and the
         verification status.
         4.Design  the  workflow:  trigger,  inputs,  steps,  the  executor  of  each  step,  quality  gates,

         exceptions, and outputs.
         5.Extract the material: use the tool to extract names, figures, and themes, then review a

         sample and the critical fields.
         6.Build the content map: the situation, the evidence, the options, the risks, and the decision
         required.

         7.Generate the draft: produce the summary, the tables, and the deck from a single map so
         that the message stays consistent.
         8.Specialist  review:  check  the  figures,  the  terminology,  the  assumptions,  and  the

         commitments, and obtain the approval of the authorized owner.
         9.Create the follow-up log: turn the decisions into tasks, owners, deadlines, and statuses.
         10.Measure the round: record the cycle time, the review time, the number of revisions, and

         the errors found.
         11.Update the assets: save the prompt, the template, the checklist, and the final example
         under a clear version.


         TABLE 5-17: LAB OUTPUTS AND ACCEPTANCE CRITERIA

                     Output                                      Acceptance criterion


                                          One  page,  showing  the  situation,  the  options,  and  the  decision
             The executive summary
                                          required.

           The facts and sources table  Every important figure and claim is linked to a source.

             The options comparison       Uniform criteria, with risks and assumptions made visible.

                  The short deck          Five slides, each carrying a single finding.

                The follow-up log         A task, an owner, a deadline, and a status.

                The workflow card         Trigger, inputs, steps, gates, exceptions, and indicators.


                The version record        Version, date, owner, and changes.



           ◆ The final delivery gate
           Before approving, ask: could someone who did not take part in preparing it trace the
           source of the figures? Do they know what decision is required? Do the tables, the deck,

           and the summary agree? Are the assumptions and the uncertainty visible? Is there an
           owner for every next step?








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