Use cases

Scan outside documents before they shape important work.

.mdSiren is for the moment between receiving a document and adding it to an AI-assisted project, knowledge base or workflow.

One boundary

The pattern stays simple.

The documents change. The intake decision does not.

  1. 1Receive an outside document
  2. 2Scan it before AI use
  3. 3Review the result and coverage
  4. 4Decide what enters the project

Research documents

Reports, papers and source packs

Research projects combine material from publishers, partners, downloads and shared folders. Scan each outside source before it can influence extraction, synthesis or analysis.

Explore research document scanning

Client work

Briefs, contracts and deliverables

Client documents can shape drafts, recommendations and decisions across an engagement. Scan them before their contents influence AI-assisted work.

Explore client document scanning

Recruiting

CVs, portfolios and candidate files

Candidate documents may be summarised or organised with AI before human review. Scan them first, and keep employment decisions human-led.

Explore candidate document scanning

A consistent result

Every workflow gets the same decision structure.

  • A Ready or Held status
  • A clear next action
  • Supported findings
  • Completed checks
  • Coverage and limitations

Before the project

Add one clear checkpoint before AI-assisted work.

Scan the outside document, review the result and decide what enters the project.