OptimaFlo AI Roles
Your AI Data Team
These are the jobs that pile up when there is more data work than people. Here is what each AI teammate actually does, what it hands back for you to approve, and where it stops.
Every role
AI data team Manager: how it plans and delegates work
OptimaFlo's Manager takes a plain-English goal, works out which teammate handles each part, calls them in order, and reports back. What it actually does, what it stops for, and honest limits.
Read the guideIngestion EngineerAI Ingestion Engineer: how it connects a source, and its limits
OptimaFlo's AI Ingestion Engineer authenticates, browses, and infers schema for a new source conversationally, then hands off a connection the rest of the team can build on. What it does, what needs your OAuth click, and what it can't connect to.
Read the guideData EngineerAI Data Engineer: what it builds, what it costs, and its limits
OptimaFlo's AI Data Engineer turns a plain-English request into a working pipeline: source context, task breakdown, generated SQL, and a canvas ready to review. What it actually does, what you approve, and honest limits.
Read the guideAnalytics EngineerAI Analytics Engineer: SQL generation, validation, and its limits
OptimaFlo's AI Analytics Engineer writes, validates, and revises the SQL behind every model against your real schema, with multi-turn memory so you can undo and try a different approach. What it does, what you approve, and honest limits.
Read the guideAnalystAI Data Analyst: how it answers questions, and its limits
OptimaFlo's AI Analyst matches your question to governed metrics and dimensions when they exist, and checks whether your connected tables can plausibly answer it before it writes SQL. What it actually does, what a person still owns, and honest limits.
Read the guideBI DeveloperAI BI Developer: how it builds and edits dashboards
OptimaFlo's AI BI Developer turns a prompt into a full dashboard, then edits it live through conversation: add, update, remove, or reorder widgets, each change validated before it applies. What it does, what you approve, and honest limits.
Read the guideQuality EngineerAI Quality Engineer: how it generates data quality checks
OptimaFlo's AI Quality Engineer analyzes schema and patterns, generates checks with a confidence score, and routes low-confidence ones to a person instead of auto-approving everything. What it does, what you approve, and honest limits.
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