One unified data layer across every system your business runs on. Capture events in real time, resolve entities automatically, query across domains, and push activated data anywhere you need it.
From the outcomes your teams want, down through DataSpec products and the core engine, to the systems you already use - every layer in one picture.
Every team runs a different stack. Every system holds its own version of the truth. Reporting becomes archaeology.
The user-facing layer of the platform. Real-time event flows, intelligent queries, AI assistants, and live reporting.
The platform primitives that make every capability above possible. Always running, always current.
Link your systems through DataBridge's 250+ pre-built connectors. New sources can be added at any time.
Entity resolution and the data quality engine fold records into a single, validated source of truth as data flows in.
Ask questions across every domain through one API, or in plain English through the Intelligence Agent.
Stream events, trigger workflows, push to BI tools, or surface insights in live dashboards. Real time, always.
The real value isn't a single capability - it's what happens when every system feeds the same layer.
Pair CRM pipeline with billing reality and support tickets to find which deals are quietly at risk - before the renewal call.
Join project delivery data with finance actuals to surface true profitability per job, per team, per region - in one query.
Combine product usage events, support sentiment, and billing health into a single churn signal that gets ahead of cancellations.
| Without DataSpec | With DataSpec |
|---|---|
| Six dashboards, six versions of the truth | One unified data layer |
| Nightly batch jobs and stale exports | Real-time sync and event capture |
| Custom integrations to maintain forever | 250+ pre-built connectors |
| Manual reconciliation across systems | Automatic entity resolution |
| SQL joins across mismatched schemas | One API, every domain |
| "Where did this number come from?" | Full data provenance, every record |
We rolled out DataSpec to replace four reporting tools and three custom ETL pipelines. Six weeks later the entire org was working from the same numbers - and we'd retired more code than we shipped.
Stop reconciling. Start deciding. Most teams are live within weeks.