How It Works
MeettheAIagents
thatdothework.
For teams with more data than people. Describe what you need in plain English. A Manager delegates to specialists who connect sources, build pipelines, answer questions, build dashboards, and watch quality. All in your own cloud.
The Workflow
Describe it. Your team ships it.
You talk to AI agents in plain English. The Manager delegates the rest. Here is the flow, end to end.
Connect a source
Point your AI data team at a database, a cloud bucket, or an API. The Ingestion Engineer reads the schema and gets it ready.
Describe what you need
Type it in plain English: "load my Stripe data and show revenue by region." No SQL. No tickets.
The Manager delegates
The Manager breaks your request into steps and hands each to the right teammate: ingestion, modeling, dashboards, and quality.
Work ships in your cloud
A working pipeline, governed metrics, a live dashboard, and quality checks. All inside your own cloud, in minutes.
Your AI Data Team
AI agents that do the data work, you make the calls
The data team you can't afford to hire. Describe what you need in plain English and a Manager delegates to specialists who handle ingestion, modeling, analysis, dashboards, and quality. Databricks and Snowflake are built for companies that have a data platform team. OptimaFlo is for the ones that don't.
Manager
Describe what you need in plain English. The Manager breaks it into steps and delegates to the right teammate.
Ingestion Engineer
Connects to your data. Reads its structure. Recognizes file types on its own.
Data Engineer
Breaks your goal into pipeline steps. Generates SQL for each. Lays them out on the visual canvas.
Analytics Engineer
Writes and cleans the SQL behind every model. Checks for security issues, then re-runs transforms when your data changes.
BI Developer
Builds interactive dashboards from your data, then edits them through conversation. Adjust filters, swap chart types, add widgets by asking.
Analyst
Query your data in plain English. Generates SQL, runs it, returns charts and tables. No code required.
Quality Engineer
Builds quality checks: completeness, validity, uniqueness, consistency, freshness. Attaches them to every step.
AI Instructions
Teach the AI agents your rules once.
Provide custom rules that the AI agents follow on every build, scoped to a workspace or a single pipeline. No repeating yourself.
The AI agents apply them on every build, automatically. No reminders, no drift.
Set defaults for everything, or rules that apply to just one pipeline.
Save instruction sets and reuse them across pipelines, or override for a one-off run.
Exclude test and internal accounts.
Revenue is in USD; convert other currencies first.
Match our naming: snake_case, gold_ prefix.
Under the hood: proven Apache open standards
More data than people? Put an AI data team on it.
From raw data to live dashboards in one conversation.
Now in early beta. One flat plan, no per-query tax. Runs in your cloud. Your data never leaves.