What is Looker?
Looker is Google’s enterprise Business Intelligence platform for data-driven organizations. The service offers LookML, a proprietary modeling language that centrally defines data relationships and business logic in a semantic layer. This ensures all users receive consistent, trustworthy data without varying interpretations of the same metrics.
Looker (Google Cloud core) runs exclusively as a Google-managed service on Google Cloud infrastructure; self-hosting or multicloud operation is not supported. The platform connects directly to data warehouses like BigQuery without copying data and delivers results through real-time queries.
Looker is clearly distinguished from Data Studio (formerly Looker Studio): while Data Studio is a free tool for personal data exploration and simple reports, Looker targets complex, governance-oriented enterprise analytics requirements.
Core Features
- LookML modeling language for central data logic and consistent metrics
- Interactive dashboards with drill-down and filter options
- Embedded analytics API with signed embedding for custom applications
- Native BigQuery integration without data copies
- Advanced security features such as VPC Service Controls and CMEK encryption
- Git integration for LookML development and CI/CD workflows
Typical Use Cases
Enterprise Reporting: Central BI platform for business units with unified KPIs. Finance, sales, and marketing use the same data models and receive consistent numbers.
Embedded Analytics: Looker dashboards can be embedded in SaaS products using the Embed edition. Customers get self-service analytics without separate BI tools, and white labeling enables seamless integration.
Data Governance: LookML defines metrics centrally and prevents inconsistent calculations. All teams work with the same definition of revenue, churn, or other business metrics.
Benefits
- Consistent data through central LookML modeling
- Real-time queries directly on BigQuery without a separate ETL pipeline
- Flexible APIs for embedded analytics and automation
- Strong governance and security features for enterprise requirements
Integration with innFactory
As a certified Google Cloud Partner, innFactory supports Looker adoption: LookML modeling, dashboard design, embedded analytics integration, BigQuery optimization, and training.
Available Tiers & Options
Standard
- Suitable for smaller teams up to about 50 users
- Includes one production instance
- Fully managed
- Limited number of users
- Restricted API quota
Enterprise
- Unlimited number of users
- Advanced security features such as VPC Service Controls and CMEK
- Full LookML development ecosystem with Git integration
- Pricing available on request only
Embed
- Signed embedding for custom applications
- White labeling
- Designed for embedded analytics scenarios, not internal BI
Typical Use Cases
Technical Specifications
Frequently Asked Questions
What is Looker?
Looker is Google's enterprise Business Intelligence platform. It enables dashboard creation, central data modeling with LookML, and embedded analytics for custom applications. Looker runs exclusively as a Google-managed service on Google Cloud.
What is LookML?
LookML is Looker's proprietary modeling language. It centrally defines data relationships, metrics, and business logic in a semantic layer, ensuring all users receive consistent data and metrics.
How does Looker differ from Data Studio?
Looker is an enterprise BI platform with LookML data modeling, advanced security features, and embedded analytics APIs for complex, enterprise-wide requirements. Data Studio (formerly Looker Studio) is Google's free reporting tool for simple dashboards without a central modeling layer.
Can I embed Looker in my application?
Yes, the Embed edition offers signed embedding, white labeling, and APIs for seamlessly integrating dashboards and visualizations into your own products.
What does Looker cost?
Looker is licensed in the Standard, Enterprise, and Embed editions, each with different feature sets and user limits. Google does not publish specific prices; they are negotiated individually with sales, typically on an annual basis.
Note: All product information on this page has been compiled with care, but is provided without guarantee and may be outdated or incomplete. Cloud services evolve rapidly — features, pricing, SLAs, and availability change frequently. Authoritative and up-to-date information can only be found on the official product page of Google Cloud (official documentation). This page does not represent an offer by Google Cloud.
