Fictional demonstration

A report you can trace back to its sources

Inspect a prebuilt sample report, its source records, and the questions a reviewer needs to resolve. All data is synthetic. The report was prepared in advance; no live AI model generates it during your visit.

Source material

Four records support the report. Open the CSV files to inspect the register and feedback records used in the calculations.

S1 Programme tracker

Participant target
200 unique participants
Planned workshops
8
Recorded as completed
7

The tracker records seven completed workshops. This differs from the facilitator note.

S2 Participant register

Register rows
174
Unique participant IDs
168
Duplicate entries
6

The register contains IDs P001 to P168, followed by six repeated entries for P001 to P006. Count each ID once when measuring reach.

Download participant register CSV
Inspect the first six rows and the six duplicates
Register excerpt: first six rows and duplicate entries
RowParticipant IDCheck
1P001First occurrence
2P002First occurrence
3P003First occurrence
4P004First occurrence
5P005First occurrence
6P006First occurrence
169P001Duplicate
170P002Duplicate
171P003Duplicate
172P004Duplicate
173P005Duplicate
174P006Duplicate

S3 Feedback summary

Distinct participant responses
40
Positive responses
36
Neutral responses
4

Responses are recorded for IDs P001 to P040. These responses describe satisfaction among respondents; they do not establish results for every participant.

Download feedback CSV

S4 Facilitator note

8 workshops were delivered.

The note contains no pre-training or post-training assessment evidence. It conflicts with the seven workshops recorded in the tracker.

The difference must be reconciled before confirming the final workshop total.

Indicator summary

Each indicator uses a stated denominator. The workshop figure remains provisional because the two delivery sources disagree.

Participant target achievement

84%

168 ÷ 200 = 84%

Unique participant IDs after removing six duplicate entries.

[S1] [S2]

Recorded workshop completion

87.5%

7 ÷ 8 = 87.5%

Tracker figure, pending reconciliation with the facilitator’s count of eight.

[S1] [S4]

Positive feedback among respondents

90%

36 ÷ 40 = 90%

Positive responses among the 40 respondents, not all 168 participants.

[S3]

Feedback coverage

23.8%

40 ÷ 168 ≈ 23.8%

Approximately 23.8% of verified participants provided feedback. The sources do not establish that the sample represents all participants.

[S2] [S3]

Satisfaction feedback does not measure a change in skills. No pre-training or post-training assessment evidence is supplied.

Prebuilt report excerpt

Programme progress and evidence review

Prepared from the supplied sample records. Source links open the relevant record within this demonstration.

Participant reach

The register contains 174 rows. Six entries repeat existing participant IDs; counting each ID once gives 168 verified unique participants, or 84% of the target of 200. The duplicate entries are excluded from reach, rather than counted as additional people. [S1] [S2]

Workshop delivery

The tracker records seven of eight planned workshops completed, equivalent to 87.5% recorded completion. This remains provisional: the facilitator note states that eight workshops were delivered. The supplied records do not establish which count is correct, so full delivery cannot yet be confirmed. [S1] [S4]

Participant feedback

Of 40 distinct responses, 36 were positive and four were neutral: 90% positive feedback among respondents. These respondents represent approximately 23.8% of the 168 verified participants. The feedback describes this respondent group; it cannot be presented as the view of all participants, and the sources do not establish that the sample is representative. [S2] [S3]

Skills evidence

The supplied sources contain no pre-training or post-training assessment evidence. Satisfaction feedback cannot establish a measured improvement in skills. The report can describe reach, recorded delivery, and feedback received, but cannot claim measured learning gains. [S3] [S4]

Review status: workshop count unresolved. Approval remains pending.

Download sample report (English TXT)

Review findings

Supported findings and evidence limits are separated from the question that still needs reconciliation.

Supported findings and limits

  • Six duplicate participant entries identified. Repeated IDs P001 to P006 account for the six extra rows. [S2]
  • Feedback represents 23.8% of verified participants. The 40 respondents form a subset of 168 unique IDs. [S2] [S3]
  • Skills improvement cannot be established from satisfaction feedback. No comparable pre-training and post-training assessment evidence is supplied. [S4]

Unresolved question

Workshop count requires reconciliation.

The tracker records seven completed workshops; the facilitator states eight.

[S1] [S4]

Which dates, attendance records, and completion evidence support the final count? Does the tracker need updating, or does the note need correcting?

Demonstration comments

These prewritten reviewer annotations illustrate the checks needed before approval.

  1. Delivery reviewer

    Compare workshop dates and attendance records with both sources. Keep the 87.5% tracker figure qualified until the difference is resolved.

  2. Data reviewer

    Confirm that repeated IDs are duplicate entries, retain the original 174-row register, and document why six rows are excluded from the reach total.

  3. Report reviewer

    Keep the feedback denominator visible. Do not turn 90% positive feedback among 40 respondents into a claim about all 168 participants.

  4. Learning reviewer

    Request comparable assessment evidence before claiming an improvement in skills. Satisfaction responses alone cannot support that claim.