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Enterprise retrieval and grounded answers

Plan source documents, business questions, and citation evidence for enterprise search evaluation.

A useful retrieval collection connects realistic questions to the right version of the right evidence, including questions the available corpus cannot answer.

Define the knowledge boundary

Identify the policies, procedures, product documents, reports, or correspondence the system should search. Record document versions and effective dates where relevant. Specify a hypothetical user’s access and the decision time so a correct answer does not rely on restricted or future material.

Write task-based questions

Use questions tied to a business workflow, such as locating an approval exception or finding a product compatibility rule. Preserve the context needed to interpret them. Include short lookups, multi-document questions, ambiguous requests, and no-answer examples rather than asking only questions copied from document headings.

Specify answer evidence

Require stable source identifiers and supporting passages for expected answers. Distinguish topical matches from passages that actually justify a conclusion. For conflicting versions, state the controlling rule or expected uncertainty behavior. Review a sample of evidence links manually before relying on aggregate retrieval scores.

Discuss source fit with Fiund

Share the corpus boundary, question format, evidence schema, and review requirements. Each proposed source needs its own project assessment, including sensitive information and permitted scope. The initial aim is a well-documented pilot that exposes retrieval gaps and supports a concrete decision about further sourcing.

Include in your inquiry

  • Corpus and version boundary
  • Question examples and no-answer policy
  • Passage-level evidence schema
  • Access, handling, and source-review scope

Your project, in focus

Send the document types, fields, and coverage you need.

Speak directly with Jaeden Schafer at Fiund about the source material, specifications, and review your project needs.

Source fit, permissions, samples, pricing, and delivery are reviewed for the individual project.

Start with these details

  1. Document types or table schemas
  2. Languages, regions, and date coverage
  3. Volume by category
  4. Ground truth and sensitive-data requirements
  5. Intended use and licensing scope
Build your project brief ↗