MVP
ProcessingCSV dataset

Customer feedback data test

Review AI-assisted themes, validate their supporting evidence, and create an immutable synthesis report.

01_valid_mixed_feedback.csv20 feedback recordsUploaded 01 Aug 2026

Feedback records

20

Validated source comments

Active themes

0

Non-archived findings

Reports

0

Saved report snapshots

Feedback sources

4

Distinct channels

User types

3

Distinct user segments

Uploaded

01 Aug 2026

Dataset creation date

Human review

Synthesis review workflow

Review AI-generated findings, inspect supporting evidence, and make the final human decisions.

Human review progress

Approve or reject every active theme before creating the final report.

0%
x

Pending

0

Approved

0

Rejected

0

Archived

0

Approve at least one theme to create a report.

No synthesized themes yet

Run the synthesis workflow to generate evidence-linked themes for human review.

No review activity yet

Rename, approve, reject, merge, or split a theme to begin the audit log.

Evidence

Source feedback

Original feedback records used for deterministic analytics and AI-assisted synthesis.

20 records
Feedback evidence
Complete source records retained for theme verification and review.
20 total
ReferenceFeedbackSourceUser typeProduct areaDateRating
FB-001

Checkout takes too long after clicking Pay

supportbusinesscheckout03 Jun 20262
FB-002

The payment page freezes for several seconds

emailbusinesscheckout08 Jun 20262
FB-003

I had to press the checkout button twice

in-append usercheckout14 Jun 20263
FB-004

Completing payment on mobile is very slow

supportend usercheckout02 Jul 20262
FB-005

Checkout sometimes returns me to the cart

surveybusinesscheckout06 Jul 20262
FB-006

I cannot find invoices from previous months

emailadminbilling05 Jun 20263
FB-007

The billing section hides downloadable invoices

supportadminbilling18 Jun 20262
FB-008

Please make subscription receipts easier to locate

surveybusinessbilling04 Jul 20263
FB-009

Invoice PDFs take too many clicks to download

in-appadminbilling12 Jul 20263
FB-010

I receive too many notification emails

surveyend usernotifications11 Jun 20262
FB-011

There should be separate controls for email alerts

in-appadminnotifications09 Jul 20263
FB-012

Notifications repeat the same update several times

supportend usernotifications18 Jul 20262
FB-013

Reporting needs filters for customer type

supportbusinessreporting21 Jun 20264
FB-014

I need to export reports using a custom date range

emailadminreporting13 Jul 20263
FB-015

Report exports do not keep the selected filters

in-appbusinessreporting22 Jul 20262
FB-016

Search does not find customers by phone number

supportadminsearch25 Jun 20263
FB-017

Customer search is slow with large accounts

emailbusinesssearch07 Jul 20262
FB-018

The profile avatar should support animated images

surveyend userprofile19 Jul 20264
FB-019

Dark mode would make the dashboard easier at night

surveyend userdashboard24 Jul 20265
FB-020

The dashboard loads slowly after login

supportbusinessdashboard26 Jul 20262

System audit

Workflow execution history

Technical logs for synthesis runs, citation verification, persistence, and workflow failures.

Product Feedback Synthesis
Processing
Started 01 Aug 2026, 12:07 am
cms9m46ck000
LOAD_DATASETStep 1

Loaded 20 feedback items.

LOAD_HISTORYStep 2

Loaded 6 historical themes.

CALCULATE_METRICSStep 3

Calculated deterministic feedback metrics.