How it works
From “our calendar is a mess” to “it just runs”.
You do not integrate twelve sources. You tell us what your audience needs - DataHub does the collecting, cleaning and delivering. Here is how a project actually runs.
- 01
Scope the coverage together
We map your region, genres and the sources that matter: ticket shops, venue websites, organizer pages, public calendars.
- Existing adapters are switched on, missing sources are registered for crawling
- You keep full visibility of which sources feed your catalog
- 02
The engine ingests and unifies
Imports run on schedule. Matching collapses every duplicate into one canonical event, venue, artist and organizer - with the source trail preserved.
- No copy-paste aggregation: entity resolution across all sources
- Enrichment attaches tags, images and confidence scores
- 03
You set the quality gates
Decide what may appear under your brand. Records below the bar land in a review workspace - worked by your team or ours.
- Approve and decline with the source evidence side by side
- Updates to published records pass through review again
- 04
Approve once, deliver everywhere
Approved records flow into your product over the API and webhooks - website, app, newsletter tooling, whatever consumes structured data.
- Initial backfill of the entitled catalog, then continuous delivery
- Scoped API keys per consuming system
- 05
The feed stays fresh
Sources keep changing after launch. DataHub keeps reconciling: updates arrive, cancelled events are withdrawn, and your product reflects it.
- Withdrawals cascade through to every consumer
- Source health and delivery are monitored continuously
One catalog, many channels
Enter once, publish everywhere.
The qualified catalog is a foundation, not a silo. Whatever channel you operate, it consumes the same clean data.
Websites & portals
Calendar and detail pages backed by structured, current data - good for readers and for search engines.
Newsletters & curation
Editorial picks start from a complete catalog instead of a research session.
Apps & integrations
The same API feeds mobile apps, screens and partner integrations.
Common questions
What teams ask us first.
Do we have to review every single event?
No. You set the gates: high-confidence records can flow straight through, while weak or conflicting ones stop for review. The review workspace exists so that nothing questionable ships under your brand - not to create busywork.
What happens when an event is cancelled at the source?
DataHub keeps reconciling against its sources after delivery. Withdrawn or cancelled events are withdrawn downstream too - your calendar does not keep advertising a dead event.
Can you add a source we depend on?
Yes. Sources are pluggable: ticketing systems and feeds via adapters, everything else via qualified crawling. Scoping new sources is a normal part of onboarding, not a change request.
Does DataHub sell tickets?
No, and by design. DataHub is ticketing-neutral: every record keeps its ticket links pointing at the original shop. We aggregate and qualify - we don’t compete with your checkout.
See it run on your city.
Tell us your region, your scene or your sources - and we will show you the live pipeline on real data from your area, not a canned demo.