AI-powered dashboards that auto-scale for enterprise complexity without breaking.
Enterprise teams are frustrated because customizable dashboards in SaaS analytics tools fail to scale for their complex reporting needs.
ScaleDash uses AI to automatically generate, optimize, and scale customizable dashboards from your SaaS data sources. It handles nested metrics, dynamic filtering, and cross-platform integrations that traditional tools can't manage at enterprise volumes. Teams get instant scalability without manual reconfiguration or performance lags.
Enterprise teams managing complex analytics and reporting in SaaS platforms
AI auto-scales dashboards in real-time based on query complexity, unlike static builders that require constant tweaks.
professional
Input natural language prompts to auto-build scalable dashboards.
Connect to 20+ SaaS tools like Salesforce, HubSpot, Google Analytics.
Automatically optimizes queries and layouts for 100k+ data points.
Drag-and-drop complex formulas and nested aggregations.
Role-based access for enterprise teams.
PDF/CSV exports and automated report emails.
Built-in dashboard health monitoring.
Rollback to previous dashboard states.
Optimized views for tablets/phones.
Custom API endpoints for proprietary data.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| name | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| config_json | text | No |
| updated_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| provider | text | No |
| credentials_json | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| dashboard_id | uuid | No |
| type | text | No |
| config_json | text | No |
Relationships:
/api/dashboardsList user dashboards
/api/dashboardsCreate new dashboard from AI prompt
/api/integrationsAdd SaaS integration
/api/dashboards/:id/renderRender dashboard data
/api/users/meGet current user info
10k data points/mo
1M data points/mo
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 100 | 2% | $60 | $720 |
| Month 6 | 800 | 4% | $900 | $10,800 |
Enterprise teams: Stop fighting clunky analytics tools. Auto-generate scalable reports from your SaaS data in seconds.
Post in r/enterpriseanalytics and LinkedIn groups for analytics managers, offering free Pro access for feedback. DM 20 leads from SaaS analytics Twitter threads. Run targeted LinkedIn ads to 'enterprise reporting' job titles with a demo video.
Deep BI features
High cost, steep learning curve
AI automation at 1/100th price for scaling
Viz quality
Doesn't auto-scale complex nests
Real-time AI optimization
AI-trained on user dashboard patterns for proprietary scaling models, creating data moat over time.
Explosion of multi-SaaS stacks and AI tools makes manual dashboard mgmt unsustainable for enterprises.
AI generation inaccuracies
User editability + feedback loop to fine-tune model
Enterprise sales cycle too long
Freemium to prove value quickly
Integration API changes
Start with stable providers, monitor updates
Success: 5+ confirm pain and WOY $30/mo
Success: 10 active dashboards created
Success: 100 users week 1
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