One collection export

CSV, JSON, XML, or API-backed source data is mapped into reviewed Linked Art records.

First value in 7 days

The pilot targets a visible browse/search/API slice within the first working week.

Monthly evidence packet

Each pilot receives validation, rights, source, and launch-readiness evidence in a repeatable packet.

Manual invoicing first

No self-serve billing is required before the offer, scope, and support load are proven.

Who it is for

Built for collection teams that need evidence before scale.

Small and mid-size museums

Teams with collection exports and a mandate to publish better public data without a dedicated semantic-web team.

Archives and digital humanities labs

Research groups that need source-backed records, provenance review, and API access for public scholarship.

Artist estates and foundations

Collection stewards that need rights-aware object pages, entity context, and reviewable publication workflows.

Pilot package

A bounded launch path, not an open-ended platform build.

Deliverables

  • Linked Art data-quality reportA reviewed summary of mapped records, schema gaps, provenance risks, and rights/reuse flags.
  • Hosted browse and API surfacePublic browse pages, provider/source context, record detail pages, and documented JSON endpoints.
  • Human review queuesRights, provenance, reconciliation, annotation, and publication issues stay visible before public claims are made.
  • Pilot evidence packetA monthly evidence packet covering imports, validation, public trust smoke checks, uptime samples, and unresolved risks.

Data prerequisites

  • Source data exportA representative object export with stable identifiers, titles, dates, makers, rights text, and image references when available.
  • Named review ownerOne collection-side owner who can answer mapping, rights, and provenance questions during onboarding.
  • Publication boundaryA clear decision on what may be public, what needs review, and what must remain internal during the pilot.

Success metrics

The pilot is measured by first value, data quality, and review usability.

Activation

Pilot workspace contains imported, searchable records and at least one reviewed public collection slice within 7 days.

Data quality

Evidence packet shows validation trend, unresolved critical issues, and enrichment coverage for the pilot dataset.

Usability

Non-engineer reviewers can inspect records, rights flags, source context, and export/API outputs without routine developer help.

Activation evidence

Activation evidence ledger

Milestones0 of 6 complete
First value7-day target
Next evidenceWorkspace created: Record tenantId, workspaceOwner, createdAt, namespace, and entitlement link.
  1. Workspace createdDay 1
    Event
    pilot.workspace.created
    Owner
    Operator
    Status
    not started
    Evidence
    Record tenantId, workspaceOwner, createdAt, namespace, and entitlement link.
  2. Source receivedDay 2
    Event
    pilot.source.received
    Owner
    Collection owner
    Status
    not started
    Evidence
    Record tenantId, sourceNamespace, source format, recordEstimate, and receivedAt.
  3. Records importedDay 4
    Event
    pilot.records.imported
    Owner
    Operator
    Status
    not started
    Evidence
    Record tenantId, sourceNamespace, recordCount, importedAt, and import run reference.
  4. Review slice readyDay 5
    Event
    pilot.review.slice_ready
    Owner
    Operator
    Status
    not started
    Evidence
    Record tenantId, recordCount, sliceUrl, readyAt, and one reviewable record URL.
  5. Customer viewedDay 7
    Event
    pilot.customer.viewed
    Owner
    Customer review owner
    Status
    not started
    Evidence
    Record tenantId, reviewOwner, viewedAt, reviewed surface, and next customer decision.
  6. Evidence sentDay 7
    Event
    pilot.evidence.sent
    Owner
    Operator
    Status
    not started
    Evidence
    Record tenantId, packetPath, sentAt, validation summary, and unresolved risk list.

Support boundaries

Manual pilots first; self-serve waits for validated demand.

Included

One data source, one workspace, onboarding support, mapping review, monthly evidence, and bounded issue triage.

Deferred

Self-serve signup, automated billing, custom integrations, bulk migration guarantees, and tenant-specific feature development.

Qualified prospect profiles

Ten account profiles to guide the first outreach list.

  1. Regional art museumHas a collection export and wants better public object pages plus API access.
  2. University museumNeeds a teaching/research collection surfaced with source-backed citations.
  3. Local history archiveOwns mixed object and image records with rights review gaps.
  4. Digital humanities labNeeds reusable Linked Art data for research tooling and exhibits.
  5. Artist estateNeeds provenance and publication review before public catalog release.
  6. Gallery archiveWants structured object records and controlled public discovery.
  7. Foundation collectionNeeds human-reviewed rights, source, and entity context for grant reporting.
  8. Municipal cultural officeMaintains public art records that need better provenance and API access.
  9. Small library special collectionHas image-rich holdings and wants IIIF-aware browse/review paths.
  10. Independent research archiveNeeds source-backed publication controls without building a bespoke stack.

Initial outreach queue

Named accounts for the first paid-pilot validation loop.

Outreach status ledger10 researched
First messages0 sent
Active replies0 replies
Next evidenceFirst outreach sent for at least one named account, then response status and follow-up date.
AccountSegmentFit reasonFirst message angleNext actionStatus
Benton Museum of Art at Pomona CollegeUniversity museumTeaching and research collection where source-backed object context can create early reviewer value.Offer a one-export Linked Art pilot around browse, API, and evidence packet outcomes.Find collection/digital initiatives owner and validate current publication pain.Research fitFirst outreach sent with a dated owner and response follow-up.
Allen Memorial Art MuseumUniversity museumAcademic collection with likely teaching, rights, and provenance review workflows.Lead with reviewer-friendly records and reusable data for faculty/student research.Identify collections systems lead and prepare a concise pilot note.Research fitFirst outreach sent with a dated owner and response follow-up.
Colby College Museum of ArtUniversity museumInstitutional collection where a bounded public data slice could support scholarship and discovery.Position the pilot as a low-risk standards publication layer over one export.Map likely decision makers and collect one public collection example.Research fitFirst outreach sent with a dated owner and response follow-up.
Nasher Museum of Art at Duke UniversityUniversity museumResearch-oriented museum profile with public-facing collection and teaching use cases.Frame Linked Art as a bridge between collection records, public pages, and evidence.Draft outreach around first-value-in-7-days and review usability.Research fitFirst outreach sent with a dated owner and response follow-up.
Smart Museum of ArtUniversity museumCollection team likely benefits from public source context plus rights-aware review surfaces.Offer a pilot around one curated collection slice with visible API and trust outputs.Validate collection export availability before contact.Research fitFirst outreach sent with a dated owner and response follow-up.
Berkeley Art Museum and Pacific Film ArchiveMuseum archiveMixed object/media context can test source, rights, and entity review value.Lead with structured publication controls for a selected object/media subset.Research digital collections ownership and identify one narrow pilot dataset.Research fitFirst outreach sent with a dated owner and response follow-up.
Center for Creative PhotographySpecial collectionImage-rich holdings make rights context, citation, and IIIF-aware review immediately relevant.Emphasize image rights, source citations, and evidence packet outputs.Find collection metadata contact and confirm public image rights posture.Research fitFirst outreach sent with a dated owner and response follow-up.
The Wolfsonian-FIUUniversity museumDesign and material culture holdings can benefit from structured object/entity relationships.Offer Linked Art publication for one thematic export with provenance and rights flags.Prepare a message for digital collections or curatorial technology contact.Research fitFirst outreach sent with a dated owner and response follow-up.
Judd FoundationArtist foundationArtist estate context needs careful provenance, publication boundaries, and rights-aware records.Frame the pilot as a controlled catalog evidence layer, not a bulk migration.Validate archive/catalog publication priorities before outreach.Research fitFirst outreach sent with a dated owner and response follow-up.
Dedalus FoundationArtist foundationFoundation archive profile matches provenance review and source-backed publication controls.Lead with a small, human-reviewed Linked Art slice for catalog and grant evidence.Research archive contact path and prepare one-page pilot scope.Research fitFirst outreach sent with a dated owner and response follow-up.