Content Integrity
Moderation and quality intelligence for user‑generated content at high volume.
Walkthrough
01 · publicA guided walkthrough of the Content Integrity demo on synthetic data: how the flow runs end to end and how the console is operated. Recording in progress; the chapters outline what it covers.
- 00:00The consumer campsite site
- 01:10Writing a review · pipeline verdict
- 02:40Behind the scenes · cloud vs OSS trace
- 04:05CRM reviewer queue
- 05:30Admin: rules, topics, roster
Documentation
02 · publicBusiness Problem & Solution
Why enterprise support needs grounded, cited, confidence‑scored answers — and what this downscaled demo proves.
User Journey
From a question to a cited answer — or an honest escalation to the right human team.
Architecture Document
The pipeline stages, the cost lever, the dual cloud/open‑source approach, and what is out of scope.
Presentation
The executive deck: problem, approach, results, what would change at full scale.
Live demo
03 · by arrangementRun the Content Integrity demo.
A downscaled reimplementation of the production system on synthetic data, with a console and an inspector. Credentials are issued personally and expire.
- iWrite a review and watch the verdict
- iiOpen the reviewer queue
- iiiChange a rule and re‑run
What is real here
04 · reality contractReal architecture. The design, models and control flow are the ones that ran in production, rebuilt at a scale one machine can run.
Synthetic reviews. No customer data anywhere; generated sets that reproduce the real distributions.
Publishing simulated. Stand‑ins are labelled as stand‑ins, in the demo and in the docs.