How it works

A maintained path from source to context.

CorpusMesh handles the knowledge pipeline your product should not have to rebuild. Every retrieved passage keeps a trace back to the source and corpus version that produced it.

Private beta The interfaces shown here define the intended product contract. Public access is not yet available.

01then 02

Source

Collect authoritative material with its origin, reuse basis, jurisdiction, and effective dates.

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02then 03

Prepare

Normalize structure and metadata while preserving the original artifact and its checksum.

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03then 04

Retrieve

Apply a versioned retrieval profile with filters, ranking, thresholds, and bounded responses.

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04continuous

Maintain

Monitor upstream changes, publish immutable versions, and activate or roll back deliberately.

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The service boundary

You own the intelligence. We maintain the knowledge.

CorpusMesh owns

Source collection, provenance, normalization, versioning, indexing, retrieval quality, updates, and citations.

Your team owns

Models, prompts, agents, application behavior, customer experience, and the decision made from retrieved context.

Source trace

A result should be inspectable, not merely plausible.

Each passage is designed to include the source authority, canonical URL, version, effective date where available, document identity, and citation metadata.

Reviewed EU AI Act traceSource authorityEuropean Parliament, Council of the European UnionCorpus versioneu-ai-act-reference@2026-08-21.1Document checksumsha256: ced2ae9c...ba859820Verificationverified · publication reviewedInspect the complete Source Trace →

Keeping external knowledge current

Define freshness from the source to the passage.

A source check, an indexed version and a retrieved passage have different timestamps. Agree which one matters for your workflow before setting an update requirement.

Source age

Record when the authority published or changed the material and when it was last checked. A successful check does not mean a new version was published.

Index age

Identify the source snapshots and corpus version used to prepare the retrieval index. Newly detected material remains a candidate until its scope and evaluation are reviewed.

Passage version

Inspect the version and citation returned to the application. The public EU AI Act trace is pinned to its reviewed artifact and is not a live freshness feed.

Maintenance review

Agree what happens after a source changes.

This checklist describes the review process, not a new before-and-after experiment. The EU AI Act beta includes daily checks of the approved source set; check frequency is not a guarantee of immediate activation.

Source maintenance worksheet for a bounded workflow
StageRecord for your workflowDecision before proceeding
Scope the sourceAuthority, canonical URL, reuse basis, jurisdiction and expected cadence.Is this material approved for the application?
Detect a changeCheck time, source checksum, changed or unavailable material.Is this a content change, a moved URL or an acquisition failure?
Prepare a candidateNew source snapshot, immutable version and affected citations.Does it stay within the agreed source boundary?
EvaluateRepresentative questions, required references, abstentions and regressions.Does the candidate meet the agreed acceptance criteria?
ActivateReviewed version and applicable retrieval profile.Which approved version may the application retrieve?
Retain a recovery pathPrevious version, reason for rollback and responsible reviewer.Would restoring that version be appropriate for the source and workflow?

For a missing or withdrawn source, record the exception and review its effect on coverage. Do not treat an unavailable page as unchanged knowledge. Agree who reviews source changes and who validates the resulting application behavior.

Inspect the published source trace, use the evaluation worksheet, or compare build and buy responsibilities. The beta offer defines the current commercial scope.

Your knowledge problem

Tell us what your application has to keep current.

Discuss a knowledge base