Faster to deploy, faster to value
Enterprise governance shouldn't take months to show ROI. Celeste IQ delivers immediate, measurable value that starts from day one.
From connection
to proof of value.
Four steps from a cold warehouse to a stakeholder-ready governance score.
Connect your sources
Point CelesteIQ at your warehouse, databases, or cloud storage. 500+ native connectors, no ETL required.
Auto-catalog & classify
AI scans and profiles every asset. PII and sensitive fields classified with confidence scores in minutes.
Graph comes alive
Lineage, ownership, and quality woven into the governance graph. Explore your entire estate visually.
Prove value
AI Readiness Score live. ROI dashboard showing governance impact. Stakeholder-ready from day one.
Explore your entire estate as one graph.
Every data source, table, glossary term, quality rule, owner, AI use case, and dashboard is a node in a single connected graph - nodes and connections you can traverse, filter, and reason over: the shape of your estate, not a folder tree standing in for it.
- ⊹Traversable lineageFollow any field upstream to its source or downstream to every model and dashboard it touches.
- ⊹Filter by node typeIsolate PII chains, ungoverned assets, AI-readiness gaps, or orphaned data in a click.
- ⊹Impact at a glanceSee what breaks before you change it - blast radius mapped across the graph.
Is your data ready for AI?
A continuously-updated composite metric, navigable through the governance graph. See exactly which gaps drive your score - and how to close them.
- ⊹Live score updatesRefreshes continuously as your data changes, so the number on the dashboard matches the data right now.
- ⊹Graph-navigable gapsClick any dimension -Quality, Lineage, Bias - to trace root causes in the graph.
- ⊹Built for ML readinessPurpose-built for training-data fitness: the dimensions that predict whether a model trained on this data will actually work.
Watch quality trend up.
Continuous quality gates and anomaly detection catch issues before they reach production - tracked per domain so you can see exactly where reliability is climbing.
- ⊹Proactive quality gatesRules run on every load. Null spikes and drift surface as alerts, not incidents.
- ⊹Per-domain trendsFinance, Marketing, Operations, Product - monitored and benchmarked side by side.
- ⊹AI-suggested rulesThe platform proposes quality rules from observed patterns - accept, reject, or tune.
Know what's ready for AI. And what isn't.
Built by a team that knows firsthand what utility data governance actually costs to get wrong.