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Marella AI

Methods and evidence for buying enterprise AI

The same evaluation protocols and procurement checklists we use for enterprise AI, free to read or download here, with no email address required.

Updated 21 Aug 2026

01

Worksheets and scorecards

Start with the Regulated Document AI Evaluation Kit, then adapt the public worksheet to the workflow and risk boundary.

  • Document set and question design
  • Citation and no-answer scoring
  • Permission-boundary tests
  • Procurement decision record
02

Architecture and trust

Map data paths and shared responsibilities before interpreting private, self-hosted or local-model labels.

  • Enterprise AI data-flow atlas
  • Deployment guide
  • Trust and procurement path
  • Security evidence request
03

Research and decision guides

Read the method behind enterprise AI search evaluation and the guides for citations, RAG abstention and build-versus-buy decisions.

What this page does not prove

  1. B1These resources publish methods. They do not publish benchmark rankings.
  2. B2They do not replace legal, security, certification or professional review.
  3. B3Configuration and source rights still matter.

Related pages

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