Self-service analytics with complete oversight

Your team gets instant answers. Your data team gets full visibility into who’s asking what and what data they access.

ContextFlo sits between your LLM and data warehouse—monitoring queries, controlling access, and maintaining governance.

What ContextFlo provides

ChatGPTClaude
analyze conversion drop ...

LLM agnostic

Bring your own Claude, GPT, or internal model. ContextFlo handles guardrails, logging, and visibility.

users_events
Tracks user interactions and engagement metrics
revenue_daily
Daily revenue aggregated by channel and region

Auto-generated context

Keep table documentation fresh by syncing dbt, Notion, and GitHub resources into the workspace automatically.

Filter out giveaways and test accounts
Convert all currency to CAD
Use fiscal year calendar (Apr-Mar)

Org-specific prompts

Layer your playbooks and tone into every response so insights match how your company communicates.

PostgreSQL
Snowflake
Redshift
BigQuery

Warehouse connectors

Connect Postgres, MySQL, BigQuery, Snowflake, or Redshift directly—no duplicated data or ETL scripts.

Show me revenue trends by region this quarter
Revenue by Quarter
Q1
Q2
Q3
Q4

Natural language dashboards

Describe the story you need and let ContextFlo compose the SQL, metrics, and visuals automatically.

Active User
User with ≥1 session in last 30 days, excluding test accounts
M
S
D
using this definition

Shared metrics & definitions

Give every team the same definitions with centralized metrics, lineage, and explainers on every answer.

Every team gets the data they need

From marketing metrics to engineering insights, everyone speaks the same data language.

Growth teams

"Show me conversion rates by channel this quarter." Get instant insights with context about campaign changes and seasonal trends.

Operations

"What's causing the spike in support tickets?" Understand patterns with full context about recent deployments and user behavior.

Design & Product

"Which features drive the most engagement?" Surface usage analytics with context about user segments and feature rollouts.

Ready to give your team data superpowers?

Connect your data warehouse to GPT or Claude and let every team member ask questions in plain English.