Discovery & AI
Discover candidates, enrich with AI, keep humans in control
Manual research does not scale when a vendor’s portfolio spans dozens of products. m0vo combines Wikidata discovery with optional AI enrichment so editors can find candidates quickly, fill structured metadata, and still review or override every result.
What you get
- Vendor and product discovery against Wikidata
- Guided discovery sessions with multi-select into the catalog
- AI enrichment for description, capabilities, metrics, and lifecycle
- Daily enrichment budget and explicit re-enrich actions
- CSV import with optional post-import enrichment queue
Open-data discovery for vendor portfolios
Start from a vendor name, explore product candidates from Wikidata, and pull selected items into the catalog with dual-key identity (Wikidata QID and normalized name). That reduces duplicate sprawl while accelerating first-pass coverage of a vendor line.
AI enrichment that respects your edits
m0vo can call AI to propose structured product intelligence. Apply paths preserve rows marked manual, store raw enrichment for audit (admin-visible), and count finished jobs against a daily budget so cost stays predictable.
Explicit enrichment, not silent mutation
Creating or editing a product form never auto-calls the model. Enrichment runs on discovery ingest, explicit re-enrich, bulk incomplete re-enrich, or opt-in CSV upload enrichment—so operators know when AI runs and why.
More platform capabilities
- Vendor & product catalogMaintain a structured catalog of hardware, software, SaaS, and services with vendors, categories, and full-text search.
- Lifecycle visibilityTrack GA, end of sale, end of support, and end of life—with a 90-day dashboard view so migrations start before risk becomes an outage.
- Capabilities mappingLink products to the business and technical capabilities they deliver—so portfolio decisions stay capability-led.
- Personal & org inventoryMark products as relevant to you, then see what the organization is tracking across teams and roles.
- Vendor contractsManage multi-product and multi-year vendor agreements, costs, and 90-day renewal risk next to the products they cover.
- Microsoft Entra SSOEnterprise single sign-on with Microsoft Entra ID—per-organization OIDC apps, tenant-bound login, and no extra password when policy allows.
- Data security & privacyOrg-isolated catalogs, encrypted secrets, optional sealed database at rest, session timeouts, and server-side authorization on every write.
- Org-aware access & rolesEmail signup, social login, user profiles, platform admin tools, and org admin/member/reader roles for safe collaboration.