Stop waiting on the data team.
Ask any question about your business. Doe queries Salesforce, Snowflake, Stripe, and 40+ tools in real time, then shows you exactly where every number came from.
Why did enterprise churn spike last quarter? Which accounts drove it?
Enterprise Churn Analysis
Queried Salesforce, Stripe, Gong · Sep 2024 – Feb 2025
$157K
churned ARR in the spike
Top accounts driving churn spike
Budget cut after M&Avia Salesforce
Switched to in-housevia Gong
Champion left the companyvia Salesforce
Contract dispute, legal holdvia Salesforce
Low usage (< 5% seats active)via Product
What your data team does in a week
Doe does in seconds. No warehouse setup, no ETL pipelines, no SQL. Just answers from your live production data.
Cross-tool analysis
Combine Salesforce pipeline with Stripe revenue and Snowflake usage in a single query. Doe handles the joins across systems so you don't need a warehouse, ETL, or an engineer.
Source attribution on every number
Every metric traces back to the exact tool, table, and query that produced it. You don't have to trust the AI. You can check its work.
Automated monitoring
Schedule recurring analysis. Daily churn alerts, weekly pipeline health, monthly board metrics. Doe runs the query on schedule and delivers results to Slack or email.
Root-cause forensics
"Pipeline dropped 20%" isn't an answer. Doe cross-references CRM stage history with call recordings to tell you that 3 enterprise deals stalled at legal review because of a contract clause added in January.
How Doe compares
Time to answer
Hours to days. File a ticket or wait for the analyst.
Seconds. Ask the question, get the answer.
Time to answer
Hours to days. File a ticket or wait for the analyst.
Seconds. Ask the question, get the answer.
Cross-tool queries
Export CSVs, write VLOOKUPs, reconcile manually.
Doe queries and joins across tools automatically.
Cross-tool queries
Export CSVs, write VLOOKUPs, reconcile manually.
Doe queries and joins across tools automatically.
Data freshness
Dashboard built from last month's snapshot.
Live queries against your production systems.
Data freshness
Dashboard built from last month's snapshot.
Live queries against your production systems.
Trust
"The AI said so." No way to verify.
Full source attribution. See every query and data source.
Trust
"The AI said so." No way to verify.
Full source attribution. See every query and data source.
Recurring analysis
Rebuild the report manually every week.
Schedule it once, get it delivered automatically.
Recurring analysis
Rebuild the report manually every week.
Schedule it once, get it delivered automatically.
Built for people who make decisions from data
VP of Sales, Monday pipeline review
Instead of waiting for RevOps to pull numbers, ask Doe Friday morning: "Pipeline by rep with stage velocity and conversion rates vs last quarter." It queries Salesforce, cross-references Gong, and the breakdown is ready before the meeting.
Head of Finance, board prep
Instead of three days pulling from Stripe, NetSuite, and Salesforce into a spreadsheet, describe the metrics you need. Doe builds the workbook with QoQ comparisons. Schedule it to regenerate before every board meeting.
Product lead, measuring feature impact
"What happened to activation rates after the new onboarding flow?" Doe correlates product usage data with Stripe conversions and gives you the answer with full attribution, not a guess.
Frequently asked questions
ChatGPT analyzes whatever file you give it, but you have to find, export, and clean the data yourself. Doe connects to your tools directly. It queries your live Salesforce, Stripe, Snowflake, and 40+ other systems, joins data across sources, and shows you exactly which system every number came from.
Yes. Ask "What's our CAC by channel, using Stripe revenue and Google Ads spend?" and Doe queries both systems, matches the records, and computes the answer. No data warehouse or ETL required. Doe handles the cross-tool joins.
Every metric includes full source attribution: which tool was queried, which fields were used, and what computation was applied. You can click through to verify any number against the source system. Doe queries your actual production data in real time. It doesn't generate or hallucinate numbers.
No. Doe connects directly to your SaaS tools and databases. Ask questions in plain English like "Which reps are below quota and what's their average deal cycle?" and Doe translates that into the right queries against the right systems.
Salesforce, HubSpot, Snowflake, BigQuery, Stripe, Google Sheets, Google Analytics, Gong, Datadog, NetSuite, Linear, and 30+ more. You can connect tools in your Doe settings without engineering help.
Yes. Any analysis can run on a schedule. Daily churn monitoring, weekly pipeline health, monthly board metrics. Doe re-queries your live data each time and delivers results to Slack, email, or Google Drive.
SOC 2 Type II certified with end-to-end encryption. Queries run against your tools in real time and data is never copied to a separate warehouse or retained by LLM providers. Enterprise plans include VPC deployment and HIPAA compliance.
Most queries return in under 30 seconds. Complex multi-source analyses that join data across several tools may take up to a minute. Scheduled analyses run in the background and deliver results when complete.
Ask your first question
Connect your tools and get answers from your live data in minutes. No credit card required.