SQL, analytics and AI on your open tables.
Gnok is a hosted data platform. Query and transform Apache Iceberg tables with SQL, train and score models where the data lives, and ask questions in plain language, all from Gnok Studio.
CREATE OR REPLACE MODEL tutorial.churn.churn_predictor
(DOUBLE, DOUBLE, DOUBLE, DOUBLE)
RETURNS DOUBLE
TYPE 'logistic'
AS SELECT
CAST(churned AS DOUBLE) AS label,
tenure_days / 365.0, monthly_charges / 100.0,
support_tickets / 10.0, contract_months / 12.0
FROM tutorial.churn.customer_history;
-- Score a new customer in the same query language
SELECT tutorial.churn.churn_predictor(
60.0 / 365.0, 89.99 / 100.0, 3.0 / 10.0, 1.0 / 12.0
) AS p_churn;| p_churn |
|---|
| 0.9413 |
Stop moving data between systems.
Analytics, machine learning, AI and streaming run in one engine, on one copy of your data, with one set of permissions.
SQL on open tables
Query, join and transform Apache Iceberg tables with standard SQL: transactions, procedures, snapshots and time travel. Your data stays in an open format any Iceberg-compatible tool can read.
Learn more →Machine learning in SQL
Train regression, classification, clustering, forecasting and neural-network models with CREATE MODEL, tune them, and score rows inside the same query. Import ONNX models or call your own endpoints.
Learn more →AI and search
Classify, extract, summarize and translate text with AI functions, build retrieval on vector and BM25 search, and ask questions in plain language with ASK, all under per-workspace AI Governance.
Learn more →Streaming
Ingest streams into Iceberg tables, score rows with models as they arrive, and keep derived tables and dashboards fresh without a separate pipeline.
Learn more →One place for your whole team.
Analysts, engineers and data scientists share one place to explore data, build models and publish results, with the permissions set in your workspace.
SQL worksheets
Multi-statement editor with per-statement results, history and saved queries.
Python notebooks
Notebooks that run next to your data, in isolated sandboxes.
Dashboards
Charts and dashboards from SQL, with AI help to plan and explain them.
Guided tutorials
Seventeen tutorials, from K-means to retrieval-augmented answers. The language-model steps need AI Governance turned on first.
Standard formats, standard protocols.
Tables are Apache Iceberg. Results move as Apache Arrow. Connect over Arrow Flight SQL or the PostgreSQL wire protocol. Nothing about your data is locked to Gnok.
Built for organizations from day one.
Passkeys and MFA
Administrators always use a second factor: a passkey or an authenticator app.
Single sign-on
OIDC and SAML 2.0, with SCIM provisioning and emergency access.
Fine-grained access
Roles, grants, row policies and column masking per workspace.
AI you control
Language-model features stay off until your workspace has a token budget and an administrator approves a policy.
Run your first model in minutes.
Sign up, open a tutorial in Studio, and run it statement by statement. Every new workspace starts with a 60-day trial and $400 of credits; no payment card needed. How the trial works.