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Describe the piece. WriterzRoom researches it, writes it and checks it, then shows you the source and the check behind every claim.
Verification
The checks are deterministic rules, so the same document produces the same result every time. A suite of documents with deliberately planted defects runs against the production checks on every pull request, and the build fails if detection drops or a clean document is blocked.
Recorded result: 23 of 23 seeded defects detected across 11 checks and 13 documents; 0 of 13 clean documents blocked.
| Check | Seeded | Detected |
|---|---|---|
| Financial tablesfintech.tables | 9 | 9 |
| Quantities and unitscommon.quantities | 3 | 3 |
| Tables of authoritieslegal.authorities | 2 | 2 |
| Legal citationslegal.citations | 2 | 2 |
| Clinical codesclinical.codes | 1 | 1 |
| ISBN and DOI referenceseducation.references | 1 | 1 |
| Availability and downtimeenterprise.availability | 1 | 1 |
| Poll margins of errorpolitical.polling | 1 | 1 |
| Property figuresrealestate.property_math | 1 | 1 |
| Compliance deadlinesregulatory.deadlines | 1 | 1 |
| HTTP status codessaas.api_contracts | 1 | 1 |
The suite plants these defects itself, so the figures show that each check finds the kind of error it was built for, not that a real document is free of errors. Each check tests a document against itself, such as a total against its rows or a margin of error against its sample size; none confirms a fact against the outside world.
From brief to release
Each step leaves a record the next one reads. The examples below are illustrative values in the shape the product records them.
1. Brief
Choose the production context, workflow and style. Required inputs, sources and the credit cost are visible before the run starts.
2. Evidence
The dossier records which source supports each claim and which model served each stage. A check that could not decide is shown as that, never as a pass.
3. Review
Review gates are routed by vertical, template and findings. Later stages stay locked until earlier ones clear, and every decision records its reason.
4. Release
Publishing approval covers this content, destination, account and policy set. Change any of them and the release needs review again.
How it runs
Choose a vertical, template, and style profile, then set the tier. The tier determines how much of the pipeline executes. Every route passes through the mandatory quality gate before anything is marked complete.
Seven when the template or brief requires research.
Nine for search-oriented formats, which add the SEO stage.
Deepest research pass and the full review path before handoff.
Specialist workflows
Choose the content outcome you need. The right structure, context, style, and review path are applied through a governed multi-agent workflow.
Turn a topic, opinion, or company insight into a polished LinkedIn post with a clear point of view.
LinkedIn post · Alternate hooks · Call to action
Create a search-ready article with structure, headings, metadata, and optimization guidance.
Article · SEO title · Meta description · Heading structure
Turn product and market context into a battlecard reps can use in a live call.
Battlecard · Objection handling · Value propositions
Draft a formal memo covering policy, risk, compliance, or operational requirements.
Compliance memo · Risk summary · Recommended actions
Draft policy-aware clinical or AI governance content under a controlled tone and disclosure model.
Governance article · Policy memo · Required disclosures
Structure market, product, and opportunity detail into an investor-style memo.
Investment memo · Thesis summary · Risk register
Convert complex source material into a concise, decision-ready brief.
Summary · Key findings · Recommendation · Risks
14 specialist workflows across 7 categories.
Create account →Describe the piece at the top of this page, or pick a workflow in Studio. Every draft runs through the mandatory Quality Gate before it is marked complete.