Looker

What it does

Looker is a modern BI platform that Google acquired in 2020, now part of Google Cloud. Its differentiation is LookML - a modeling language that defines business logic centrally in a semantic layer, ensuring metrics are consistent across every report and dashboard. Looker Studio (the free version) integrates with Google Data Studio. The enterprise Looker platform connects to any data warehouse and embeds analytics into custom applications.

Strengths

• Mid-market data teams use Looker to establish a single source of truth for metrics - ensuring revenue, engagement, and operations numbers are consistent across every team.
• Enterprise data teams use Looker as their semantic layer - embedding consistent, governed analytics into customer-facing products and internal business applications.
• Looker is a modern BI platform that Google acquired in 2020, now part of Google Cloud.

Watch-outs

• LookML requires engineering to manage: Business analysts and data teams cannot self-serve without IT involvement — the semantic layer, while powerful, is a technical artifact that requires engineering ownership.
• Significantly more expensive than alternatives: Looker pricing is substantially higher than Power BI or Tableau Viewer licenses — the cost premium is hard to justify without dedicated data teams extracting full platform value.
• Tightly coupled with Google Cloud: Looker deepest integrations are with BigQuery and the Google Cloud ecosystem — organizations on AWS or Azure miss some of the native performance and integration benefits.

Pricing

Looker Platform: custom pricing, typically $60K+/year. {{looker-studio}}: free. {{looker-studio}} Pro: $9/user/month.