Atlas Metrics
Atlas Pulse: Multi-tenant SaaS analytics dashboard
A tenant-aware analytics dashboard and admin console for a metrics SaaS—roles, billing hooks, and reports teams can trust.
SaaS
Challenge
Problem space
A metrics product needed a customer-facing dashboard that respected tenant boundaries and plan limits.
Business impact
Sales demos relied on slides; customers could not explore their own data safely.
Solution direction
Strict tenant isolation, readable report UX, and billing-aware feature flags.
Solution
We shipped a multi-tenant dashboard with role-based access, saved reports, and Stripe-linked plan gates so usage matched billing.
What we shipped
- Multi-tenant dashboards
- Role-based access
- Saved reports
- Stripe plan gates
- Admin console
Architecture
Tenant id on every query path. Reports are views over isolated datasets with cached aggregates where useful.
Dashboard UI -> API gateway -> Auth / roles -> Tenant data store -> Aggregate jobs -> Stripe webhooks
Dashboard
Saved reports, filters, and export for members.
Platform
Tenant provisioning, roles, and plan entitlements.
Data
Per-tenant stores plus scheduled aggregates.
Engineering challenges
Tenant isolation
Friction
Shared tables risked cross-customer leaks.
Solution
Tenant-scoped repositories and automated tests that fail closed on missing tenant context.
Plan-aware features
Friction
Free and paid plans needed different report depth.
Solution
Entitlement checks from Stripe plan metadata at the API edge.
Outcomes
Self-serve insights
- Before
- Manual notebook exports
- After
- Customer dashboard with saved reports
- Impact
- Fewer one-off data requests to the team
Admin control
- Before
- No tenant console
- After
- Admin workspace management
- Impact
- Safer onboarding and offboarding
Technology
Product
- Next.js
- TypeScript
Data
- PostgreSQL
Billing
- Stripe
Cloud
- AWS
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