Use Cases

Different collections. A shared need for context.

VAIMS is for people whose useful knowledge is scattered across photographs, documents, interviews and recordings.

Explore in a private demo ↗

Archives, libraries and museums

Help reviewers explore photographic collections, scanned documents, oral histories and recorded events. Begin with a collection question: a place, a person, an object, a phrase or a change over time. Review candidate material against the original source.

Explore Visual Archive · Explore Documents & PDF

Researchers and knowledge teams

Locate relevant passages and compare records without losing the document, page or recording that supports a finding. Treat generated text and inferred relationships as review aids. Keep confirmed observations distinguishable from open questions.

See an illustrative research workflow

Media, production and oral-history teams

Search a working transcript, inspect speaker changes and return to a source passage. Use video review points to find relevant moments and examine what was said and shown in context.

Explore Audio & Voice · Explore Video Intelligence

Organizations with accumulated knowledge

Your archive may be yesterday's research files, technical documents, photographs and recorded conversations. An evaluation can focus on one recurring retrieval problem. Access permissions and handling requirements come before processing.

IT and operational stakeholders

Discuss the workstation, supported formats, collection size, access, storage, maintenance and project closeout. Local processing does not remove the need for ordinary security controls or a clear handling plan.

Read about source and data care

A focused starting point

Choose a sample you are permitted to use and a question whose answer matters. Decide who will review the result and what would make the workflow worth adopting. No archive upload is required to start a conversation.

Request a private demonstration

LET’S EXPLORE IT TOGETHER

Bring us an archive problem.

Tell us about your collection and the question you need to answer.