Tool overview
Lopus is listed under Data Analytics AI tools.
What is Lopus?
Lopus unifies CRM, billing, product, support, and revenue data through a self-healing semantic layer. It captures metrics, definitions, and edge cases so teams can run root-cause analysis, dashboards, reports, alerts, and spreadsheet workflows without relying on ad hoc SQL.
Best for
SaaS teams needing governed analytics across fragmented business systems
Who is it for?
Decision note
Suitable for evaluation after confirming final commercial terms, permissions, data handling, current product scope, and edit-screen aliases. Keep Needs Review enabled until a human verifies the published profile.
Key features
Self-healing semantic layer for business logic
Root-cause analysis across connected systems
Dashboards, reports, sheets, and alerts
More than 500 data connections
Unlimited seats with enterprise controls
Use cases
Standardize metrics across business teams
Investigate revenue or customer changes
Build recurring dashboards and reports
Provide trusted analytics without SQL
Pros
- Publishes a clear paid starting price
- Includes unlimited seats on the Growth plan
- Supports enterprise self-hosting
Limitations
A semantic layer improves consistency but can still encode incorrect definitions, source errors, joins, or business assumptions. Validate every metric, mapping, alert, root-cause claim, and automated decision against authoritative systems.
Pricing details
Billing options
Pricing note
The official pricing page lists the Growth plan at $1,999 per month with 10 million rows per month, 500+ connections, unlimited seats, and six-hour refreshes. Enterprise is custom and adds hourly refresh, SSO, and self-hosting. Duplicate “Free Plan” labels on the page are treated as a rendering defect, not evidence of a free plan.
Supported languages
- English
Integrations
CRM systems
Billing platforms
Product analytics
Support systems
500+ data connections
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