Stop waiting on the data team.

How it works

1. 01Ask like you'd message an analyst
   "What's our net retention by segment, and which accounts drove the contraction?" Type the question exactly as you'd ask a person.
2. 02Doe queries your tools live
   Not a data warehouse. Not a CSV upload. Doe hits your production Salesforce, Stripe, Snowflake, whatever the question needs, and joins the results across systems.
3. 03Get the answer with full attribution
   Every number links back to the source system and query that produced it. Drill into any metric, ask follow-ups, or export to a spreadsheet.

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.

1. 01Cross-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.
2. 02Source 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.
3. 03Automated 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.
4. 04Root-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

1. 01Time to answer

   Without DoeHours to days. File a ticket or wait for the analyst.

   With DoeSeconds. Ask the question, get the answer.

2. 02Cross-tool queries

   Without DoeExport CSVs, write VLOOKUPs, reconcile manually.

   With DoeDoe queries and joins across tools automatically.

3. 03Data freshness

   Without DoeDashboard built from last month's snapshot.

   With DoeLive queries against your production systems.

4. 04Trust

   Without Doe"The AI said so." No way to verify.

   With DoeFull source attribution. See every query and data source.

5. 05Recurring analysis

   Without DoeRebuild the report manually every week.

   With DoeSchedule it once, get it delivered automatically.

Built for people who make decisions from data

1. 01VP 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.
2. 02Head 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.
3. 03Product 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

1. 01How is Doe different from uploading a CSV to ChatGPT?
   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.
2. 02Can Doe join data across different tools in one query?
   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.
3. 03How can I trust the numbers Doe gives me?
   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.
4. 04Do I need to know SQL or set up a data warehouse?
   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.
5. 05What data sources does Doe connect to?
   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.
6. 06Can I automate recurring analyses?
   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.
7. 07How does Doe handle data security?
   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.
8. 08How long does an analysis take?
   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.

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