USE CASES

Make research reviewable.

Tinlyt's evidence-oriented approach can support different workflows. The value depends on source quality, clear scope and careful human review.

RESEARCH

Desk research

Collect source material around a focused question, retain references and give reviewers a traceable path back to the original page.

Best for: analysts, researchers and knowledge teams.

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MARKET INTELLIGENCE

Competitive landscape

Compare public product pages, positioning, feature statements and announcements over time where collection and retention are authorized.

Best for: strategy and product teams.

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DUE DILIGENCE

Source-led review

Organize public information for a review process while keeping provenance, dates and uncertainty visible. Findings require independent validation.

Best for: business and risk analysts.

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INVESTIGATIONS

Claim-to-source review

Check whether a cited passage corresponds to a specific statement and flag missing context, weak sourcing or a mismatch for human assessment.

Best for: trust, compliance and editorial workflows.

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AI OPERATIONS

Agent research inputs

Supply source-linked material to governed agent workflows through supported interfaces. Execution and access remain subject to Platform policy.

Best for: engineering teams building research agents.

CHANGE AWARENESS

Public-web monitoring

Track selected sources where scheduling, storage and alert delivery are configured and verified. Do not treat a planned monitor as an active alert.

Best for: teams with a defined review cadence.

Start with the question, not the tool

Specify the decision the research should support, which sources are acceptable, how fresh the evidence must be and who reviews the result.

Review the workflow