Build an AI data analysis agent for any question | Gumloop

Answer any question with a reasoning agent sitting on top of your data

Get instant answers from your data warehouse without leaving Slack. No SQL required, no waiting on the data team.

Powering the best data teams

Onboarding Funnel Analysis

🚨 Biggest drop-off: Dashboard → Attempted Integration 46% of users who view the dashboard never even try to connect an integration — that's 1,432 people falling off in a single step.

⚠️ Secondary drop-off: Attempted → Completed Integration
Of the users who do try, 37% fail to complete it. Combined, only 22% of signups make it through the integration step at all.

Step	Users	Drop-off
Signed Up	4,820	—
Completed Profile	3,940	18%
Viewed Dashboard	3,105	21%
Attempted Integration	1,673	⚠️ 46%
Completed Integration	1,056	⚠️ 37%
Ran First Automation	712	33%
Fully Onboarded	481	32%

Only 10% of signups make it all the way through onboarding. The integration step is clearly the wall.

Connect your tools

Plug in BigQuery, Snowflake, PostgreSQL, Google Sheets, PostHog, Slack, Google Docs, Linear, Salesforce, and 100+ MCP servers so your agents query where your data already lives.

Share with your team

Roll out a data agent across the org with role-based access. Analytics owns the metric layer, GTM teams ask the questions, leadership sees the digest. One agent, one source of truth.

Watch them get smarter

Every interaction sharpens the agent. Every metric defined, every dashboard pinned, every digest read. Captured, compounded, and shared back across the team.

Resources to help you go further

Gumloop University \
Self-paced courses and certifications — from your first agent to advanced multi-step workflows. Live Cohorts \
Group workshops where you build alongside other teams — taught by Gumloop experts. Webinars \
Live demos, deep-dives on new features, and expert sessions you can join or watch on-demand. Documentation \
Step-by-step guides, API references, and best practices for building production-ready agents.