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About

JSTOR Seeklight is an AI-assisted collections-processing tool built as part of JSTOR Digital Stewardship Services. It helps archivists and librarians process digital collections faster while preserving professional oversight and archival values. Seeklight automatically generates descriptive metadata based on a Dublin Core–compatible schema, produces transcripts for typed, handwritten, or mixed-format documents, and groups related files into single archival items when appropriate, all handled via a cloud-hosted interface. Confidence scores accompany every AI-generated metadata field, and users can review, edit, or reject outputs; tags mark items as “AI-Generated,” “Reviewed,” or “Edited,” ensuring transparency and human supervision. It supports project-level summaries in the format of traditional finding aids, making collections easier to search and discover.

About

Vobo (visto bueno — "seen, good") is a human-in-the-loop review station for AI output — text, images, audio, video, even .docx. Tagline: Human redline for AI output. POST an artifact to one endpoint, a named reviewer accepts or rejects against your criteria with anchored comments, and Vobo emits a machine-legible decision to any HTTP POST, n8n, or a pull cursor. Open source under the Apache 2.0 license. Self-host free forever, or use the hosted free tier (1,000 review requests per month). It does not replace your CRM or repo; it sits between the model and the system of record.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Libraries, archives, and cultural institutions wanting a tool to preserve and publish their digital collections efficiently and share large backlogs of materials in a scalable, standards-compliant way

Audience

Developers, AI/ML engineers, QA and DevOps teams building AI pipelines

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version
Free Trial

Pricing

$0 (free / open source)
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

JSTOR
Founded: 1995
United States
info.jstor.org/human-centered-ai-for-stewardship/

Company Information

Vobo
Cyprus
vobo.dev

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Categories

Categories

Integrations

JSTOR

Integrations

JSTOR
Claim JSTOR Seeklight and update features and information
Claim JSTOR Seeklight and update features and information
Claim Vobo and update features and information
Claim Vobo and update features and information