Build AI Dashboards from
your spreadsheet
Describe what you want in plain English. Coefficient turns your spreadsheet into a live, shareable dashboard where every number tracks to the source.
Loved by Teams at
Everything an AI dashboard should be.
Prompt to build
1. Build your first dashboard in minutes
- Build the full dashboard in one prompt
- Edit any block by hand or with AI
- Apply your brand: colors, logo, themes
"We are moving so much faster and with fewer dependencies. Coefficient makes building efficiently possible in ways I couldn't have predicted.”
Audit and drill down
2. Drill down into any chart, explain any number
- Drill into any chart, down to the system records
- Explain any number: definitions, math, filters
- Ask for more insights with a prompt
"I fact-check every single number, it has been 100% accurate."
Share and subscribe
3. Share a link or schedule in Slack
- Share a link. No viewer licenses to buy
- Schedule previews to Slack or email
- Let viewers prompt for more insights
"It just goes to Slack as a preview every day. People do not want to go to a dashboard. But if they are curious, they click in and dive deeper."
Apply row-level security
5. Show each viewer their own slice
- Build one dashboard, scope per viewer
- Set up who can view what, based on email
- Preview as any viewer before sharing
"It's critical to be able to share information with non-finance teams and not have them drill down inappropriately."
Built to elevate your work
From messy spreadsheet reports and screenshots to a beautiful dashboard ready for your board, execs, or your next all-hands.
No engineer. No BI ticket. No per-viewer cost.
| Coefficient | Tableau | Looker | Sigma | |
|---|---|---|---|---|
| Who's building | Business user | Data engineer | LookML developer | BI analyst with SQL |
| Time to build | Minutes | Weeks | Weeks (BI dev ticket) | Days to weeks |
| Viewer cost | Free | $180 to $420/user/yr | ~$400/user/yr | Often paid |
| Total cost | $ | $$$ | $$$$ | $$$ |




