Multi-tenant event qualification engine

The event data engine for products that run on events.

DataHub is the multi-tenant event-aggregation and qualification engine — it discovers, crawls, matches, scores and delivers clean, structured event data to your products.

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Any source: Ticketing · venues · web
Match & dedupe: One canonical event
AI-scored: Confidence on every record

GET /v1/events/evt_3f9a2c

{
  "id": "evt_3f9a2c",
  "title": "Avishai Cohen Trio",
  "startsAt": "2026-09-18T20:00:00+02:00",
  "venue": { "name": "Elbphilharmonie", "city": "Hamburg" },
  "status": "qualified",
  "confidence": 0.97,
  "sources": ["eventim", "venue-site"],
  "tenants": ["jazz-palace", "acme-listings"]
}

The platform

One engine. Two surfaces.

DataHub qualifies messy event data once, then serves it to every product that needs it — operated from the Registry, consumed through the Client portal and API.

Registry

For operators

Run sources, tune matching, work the review queue and watch delivery health — the control room for the engine.

Source & crawl management
Match groups & dedupe
Review queue & audit log

Client portal

For tenants

Every customer gets their own qualified catalog, per-tenant filters, API keys and a stable feed — without touching the plumbing.

Per-tenant event catalog
API keys & feed endpoints
Usage & delivery insights

Open the portal

How it works

From scattered listings to one trusted feed.

A single pipeline turns noisy, duplicated source data into qualified events your products can publish.

01
Discover
Register ticketing APIs, venue sites and feeds as sources — no editorial busywork.
02
Crawl & extract
Firecrawl and a Playwright sidecar pull structured data from any page or endpoint.
03
Match & dedupe
Entity resolution collapses duplicates into one canonical event, venue and artist.
04
Qualify & score
AI scoring attaches a confidence signal and flags weak records for review.
05
Deliver
Clean events stream to each tenant over the API, feeds and the entity queue.

Capabilities

Everything between a source and a clean event.

DataHub owns the messy middle so your product teams can build on data they trust.

Pluggable source adapters

Eventim, Vivenu, TixForGigs, WordPress TEC and custom APIs — add a source as a module.

Browser-grade extraction

Firecrawl and a Playwright sidecar handle JS-heavy pages and anti-bot walls.

Entity matching & dedupe

Deterministic and fuzzy matching keep one truth per event, venue and artist.

AI qualification & scoring

Every record carries a confidence score, so you publish only what you trust.

Human-in-the-loop review

A review queue catches anything below your quality bar before it ships.

Multi-tenant delivery

Per-tenant filters, feeds and the entity queue — one engine, many products.

API keys & feeds

Scoped keys, bearer auth and stable feed endpoints for every integration.

Full audit trail

Every source, match and delivery is logged and replayable.

Get started

See DataHub on your data.

Tell us what you're building and we'll spin up a walkthrough against the sources that matter to you.

See the qualification pipeline on your real sources
Per-tenant feeds, filters and scoped API keys
Backfill plus live delivery over API and the entity queue