How It Works
Seewhat’s
underthehood.
One platform organizes, processes, and delivers your data. AI picks the right tools for each job.
Data Organization
Your data, organized in layers.
Data flows through three clean layers: raw, cleaned, and business-ready. Every step is automatic and tracked.
Any REST API, BigQuery, and Cloud Storage. Connect with one click. AI handles the auth.
Your data exactly as it arrived. Full history, zero transforms. Stored with ACID guarantees.
AI cleans and transforms your data. You review the SQL before anything runs.
Business-ready metrics and KPIs. Ready to query or visualize.
Built-in dashboards and reports. Ask questions in plain English. Share with your team.
Smart Compute
The right engine, every time.
Small dataset? It runs instantly. Big dataset? It scales up automatically. You never think about infrastructure.
DuckDB
≤ 100 GBRuns right in the app. No servers to manage. Answers in under a second.
Warehouse
100 GB - 10 TBA cloud warehouse that grows when you need it. Pay per query.
Apache Spark
> 10 TBSplits big jobs across many servers. Runs in your own cloud.
AI Agents
AI that does the work for you.
Describe what you need in plain English. Specialized AI agents handle connection, cleaning, analysis, and dashboards. No code required.
Concierge
Describe what you need in plain English. The Concierge breaks it into steps and delegates to the right specialist.
Data Source AI
Connects to your data. Reads its structure. Recognizes file types on its own.
Pipeline Generator
Breaks your goal into pipeline steps. Generates SQL for each. Lays them out on the visual canvas.
SQL Copilot
Writes and cleans up SQL for any stage. Checks for security issues. Waits for your approval.
Dashboard Generator
Turns your processed data into interactive dashboards. Picks chart types, lays out widgets, wires up live queries.
Analyst
Query your data in plain English. Generates SQL, runs it, returns charts and tables. No code required.
Quality Rules
Builds quality checks: completeness, validity, uniqueness, consistency, freshness. Attaches them to every step.
Dashboard Copilot
Refines your dashboards through conversation. Adjust filters. Swap chart types. Add widgets. All by asking.
Data Quality
Trust your data before it hits a dashboard.
Every table gets an automatic quality check after each pipeline run. Problems surface before anyone sees bad numbers.
Completeness
Are there gaps or missing values in your data?
Validity
Does every value match the expected format and rules?
Uniqueness
Are there duplicate records that shouldn’t exist?
Consistency
Do related tables agree with each other?
Timeliness
Is your data fresh and updating on schedule?
Your Cloud
Your infrastructure. Our orchestration.
OptimaFlo sets up everything inside your own cloud. Your data never leaves. We manage the workflow around it.
Your GCP project
Everything runs inside your own GCP project. We set it up. You own it.
Data never leaves
Your raw data, processed tables, and query results stay in your storage. We orchestrate, never store.
Managed orchestration
Pipeline scheduling set up and managed for you. New workflows sync automatically.
Polaris catalog
Each workspace gets its own data catalog. Full isolation between teams and projects.
Automated provisioning
One-click setup. Networking, permissions, storage, and compute configured automatically.
No data lock-in
Built on open standards so your data stays portable, wherever you run it.
Built on Apache Open Standards
Ready to ship data work today?
From raw data to live dashboards in one conversation.
Now in early beta. Plans from $2,500 a month. Runs in your cloud. Your data never leaves.
AI-native data platform. From raw data to business dashboards powered by Apache open standards, visual pipeline building, and AI agents that handle the heavy lifting.
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