How It Works
SeeWhat’s
UndertheHood
One platform that organizes, processes, and delivers your data automatically picking the right tools for each job.
Data Organization
Your Data, Organized in Layers
Data flows through three clean layers: raw, cleaned, and business-ready. Each step is automatic, auditable, and schema-enforced.
BigQuery, cloud storage, REST APIs, and more. Connect with one click and AI handles the auth.
Your data exactly as it arrived. Full history, zero transforms. Stored safely with ACID guarantees.
AI cleans and transforms your data. You review the SQL before anything runs.
Business-ready metrics and KPIs. Calculated, aggregated, and ready to query or visualize.
Built-in dashboards and reports. Ask questions in natural language. 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 GBIn-process analytical engine. Zero infrastructure. Sub-second queries on your existing compute.
Warehouse
100 GB – 10 TBServerless warehouse. Auto-scales to handle medium-to-large datasets. Pay per query.
Apache Spark
> 10 TBDistributed compute for massive datasets. Full resource isolation on your BYOC infrastructure.
AI Agents
AI That Does the Work for You
Describe what you need in plain English. Specialized AI agents handle connection, transformation, analysis, and dashboards. No code required.
Concierge
Describe what you need in plain English. The Concierge breaks your request into steps and delegates to the right specialist.
Data Source AI
Handles connection setup, schema inference, and resource discovery. Auto-detects file formats and creates your data source.
Pipeline Generator
Breaks your goal into pipeline steps, generates SQL for each, and lays them out on the visual canvas.
SQL Copilot
Generates and refines production-ready SQL for any transformation layer. Validates security and requires your approval before execution.
Dashboard Generator
Turns your processed data into interactive dashboards. Picks chart types, lays out widgets, and wires up live queries.
Analyst
Query your data in natural language. Generates SQL, executes it, and returns charts and tables. No code required.
Quality Rules
Generates data quality checks; completeness, validity, uniqueness, consistency, timeliness and attaches them to your pipeline nodes.
Dashboard Copilot
Refines existing dashboards through conversation. Adjust filters, swap chart types, add widgets, and tweak layouts 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 project. Your data never leaves your infrastructure. We manage the workflow around it.
Your GCP Project
Everything runs inside your own GCP project. We provision and manage it and 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 stop managing infrastructure?
Go from raw data to business dashboards in one conversation.
Now in early beta. Plans from $2,500/mo. Deployed 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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