Marketplace · AI Tools & Apps
Start with the job to be done — then meet the tools.
A discovery-and-evaluation marketplace for digital AI products. Search, filter, compare and save — every tool arrives with its verification state, pricing model and the human-review controls it ships with.
Workbench view · demo
Write job descriptions
with bias check on output
Screen applications
with a human review step
Assess skills
with an explainability panel
Discovery unit = your job-to-be-done. Tools explain why they were surfaced, and you can refine or dismiss recommendations.
The marketplace hit a snag
Failed to fetch
Trust & governance
Every listing carries a published state — and the shell earns trust the boring way.
available
Available
Live on the marketplace, verified or under review
pending verification
Pending verification
DISHA is completing provider checks
unavailable
Unavailable
Temporarily not accepting enquiries
expired
Expired
Listing lapsed — provider can relist
Demo data labelled and separated from any production catalog
Moderation, verification, reporting and audit trails (demo)
Search and filter events measurable without sensitive personal data
Loading, empty, error, reset and success states on every interaction
Build an AI tool for people decisions?
List it where discovery starts from the job to be done — with verification, listing states and governance built in.
- Verification workflow with published listing states
- Explainable surfacing — never a black-box ranking
- Enquiry and consent flows handled by the shell
Connected DISHA concepts
This page is a marketplace, not a methodology. The canonical concepts live on their own pages.