Trusted data, controlled cost, and AI that shows its work.
Catalog, data quality, FinOps, security and AI agents on top of the open-source core. Self-hosted in your own project, or run for you on Nistor Cloud.
Fewer surprises
Quality checks with forecast thresholds catch drift before your consumers do.
Spend you can explain
Every BigQuery job's cost tied to a table, a team and a user, with budgets and savings you can act on.
Governance on the same graph
Owners, glossary, PII classification and policy tags, right next to lineage and incidents.
A diagnosis drafted before you've opened your laptop.
The agent walks the blast radius, reads runs, deploys and checks, and writes a diagnosis where every claim is cited and marked proven or probable. It proposes actions. A human approves them.
Savings you can approve, and undo.
Job-level BigQuery cost rolled up to tables, teams and users, with budgets, forecasts, anomalies and chargeback, plus a queue of about 20 kinds of recommendations.
Planned: AWS Cost and Usage Reports and Azure Cost Management exports, in the same views, budgets and recommendations.
Everything a data organisation needs on top of the graph.
Catalog
Curated descriptions, owners, domains, certification, glossary, data products, AI bulk curation.
Data quality
Check wizard, profiling, drift detection, human verdicts, cost per check.
AI forecasting
Picks and tunes the best forecaster per metric to set quality thresholds.
FinOps
Cost by node, team and user, budgets, anomalies, chargeback, recommendations.
Advisor
Ranked improvement proposals you review and apply.
Security
Secret scanning, static analysis and dependency audit over orchestrated code.
AI assistant & routines
Chat over your platform, plus scheduled briefs: morning failures, weekly cost.
Agent governance
Enforce each agent's tool allow-list, rate limit and daily budget, in monitor or enforce mode.
Built so you can trust what the AI does.
Cites every claim
Each statement links to its evidence and is marked proven, probable or speculative.
Earns its autonomy
It moves up the ladder from past verdicts, and falls back to proposing when unsure.
Reversible by design
Actions run through the same time-boxed, audited undo as every operation.
Governed
Scoped tokens, rate limits, spend budgets and an audit trail for every agent.
Open source at the core. Enterprise on top.
| Feature | Open SourceApache 2.0 · free | EnterpriseTalk to us | CloudEarly access · talk to us |
|---|---|---|---|
| Observe and operate | |||
| Lineage graph, column-level, blast radius | Included | Included | Included |
| Event-driven scheduler, Rule Lab, alerts | Included | Included | Included |
| Incidents and probable cause, reversible operations | Included | Included | Included |
| Data Trust: contracts, SLOs, status page | Included | Included | Included |
| Most integrations · CLI · MCP · VS Code | Included | Included | Included |
| Govern, assure, optimise | |||
| Catalog and PII classification | Not included | Included | Included |
| Data quality and AI forecasting | Not included | Included | Included |
| Sifflet and Castor integrations | Not included | Included | Included |
| FinOps and recommendations, Advisor | Not included | Included | Included |
| Chrome extension for the GCP console | Not included | Included | Included |
| Security scanning | Not included | Included | Included |
| AI assistant, routines, incident agent, agent governance | Not included | Included | Included |
| Running it | |||
| Where it runs | Your GCP project | Your GCP project | Planned: a GCP project dedicated to you |
| Installs and upgrades | You, with the Terraform in the repo | You, with the Terraform in the repo | Planned: Nistor, in your maintenance window |
| Backups | You | You | Planned: Nistor |
If a licence lapses, the Enterprise modules turn read-only. Open-source features and your data are never affected. Nistor Cloud is in early access.
Tell us about your data platform.
We'll show you Nistor Enterprise on an estate like yours.