Looker

United States · cloud.google.com/looker · 17 vendors

Looker is a cloud computing platform that provides business intelligence (BI) and data analytics, enabling users to explore, analyze, and visualize data from various sources. It offers a comprehensive set of tools for data exploration, dashboarding, and embedded analytics, utilizing its unique modeling language, LookML, to define data relationships. Looker was acquired by Google in 2019 and is now part of the Google Cloud Platform.

Resilience scores

Disruption prediction

Looker has an estimated 11% probability of disruption in the next 6 months.

6 of Looker's 17 vendors monitored for disruptions.

Technology vendors

Services catalogue

102 services in catalogue across 10 categories; runs on 17 sub-vendors.

Insights

Last updated 2026-08-15 · revision 2

17 direct vendors, 213 subvendors

Direct vendors by controlling owner country (sample)

Subvendors by controlling owner country (sample)

Migration Readiness: 6/10

Assessed by AI based on technology stack characteristics (cloud-native vs legacy, containerization, microservices), regulatory environment, data residency requirements, financial stability, and vendor lock-in risks. The score ranges from 0-10, where higher scores indicate better readiness for technology migration.

Looker exhibits medium migration readiness. Its cloud-native architecture, built on Google Cloud Platform (GCP) and utilizing containerization (Docker, Kubernetes, GKE), microservices principles, and Infrastructure as Code (Terraform), provides a strong technical foundation for portability and modern deployment practices. The availability of comprehensive APIs and SDKs, along with 'Multi-cloud Data Connectivity' as a key technology, suggests flexibility in data integration and programmatic control, which are beneficial for migration. However, a significant challenge to migration readiness is the deep vendor lock-in to the Google Cloud ecosystem. Looker Core is hosted on Google Cloud, and its internal tech stack heavily relies on proprietary GCP services such as BigQuery, Spanner, Pub/Sub, and Google Cloud IAM. Additionally, LookML, while powerful, is a proprietary semantic modeling language. Migrating away from GCP to another cloud provider would necessitate substantial re-architecture, data migration, and potential re-implementation of LookML models or their equivalents, leading to high complexity and cost. The 'Vendor Lock-in Risk' is stated as 'Unknown' in the provided data, but the extensive use of GCP services clearly indicates a high degree of lock-in to that specific cloud provider. The absence of data on regulatory environment, data residency requirements, and financial stability also introduces unknowns that could impact migration complexity and funding. While highly ready for cloud-native operations, the specific dependency on GCP limits its readiness for a seamless cross-cloud migration.

Compliance

9 in-scope frameworks identified; showing 3.

ISAE 3000 (source) — Compliant

Google Cloud publishes ISAE 3000 Type II reports (the international equivalent of SOC 2 for non-US jurisdictions) as part of its comprehensive compliance reporting program. Risk is Low because ISAE 3000 reports are produced annually by independent auditors and cover the same Trust Services Criteria as SOC 2. This is particularly relevant for European customers who may require ISAE 3000 rather than SOC 2 reports. The mature audit program and annual reporting cycle minimize compliance risk.

Evidence: https://cloud.google.com/security/compliance/compliance-reports-manager, https://cloud.google.com/security/compliance

NIS2 (source) — Assessment Required

NIS2 Directive (EU) 2022/2555 applies to 'digital infrastructure' and 'digital providers' categories, which explicitly include cloud computing service providers and managed service providers operating in the EU. Looker/Google Cloud clearly qualifies as a digital provider under NIS2 given its cloud-based BI and analytics services offered to EU customers. Google Cloud as a whole almost certainly meets the size thresholds (large enterprise). However, NIS2 was transposed into national law by EU member states by October 2024, and specific registration/compliance obligations vary by member state. The risk is Medium because while Google Cloud is likely subject to NIS2 as a digital provider, the specific national implementations and Google's formal registration status across all EU member states requires further verification. Non-compliance with NIS2 can result in fines up to €10M or 2% of global annual turnover.

Evidence: https://cloud.google.com/blog/products/identity-security/nis2-directive-what-it-means-for-google-cloud-customers, https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32022L2555

HIPAA (source) — Compliant

Looker is not a healthcare company and does not inherently process Protected Health Information (PHI). However, as a BI/analytics platform, Looker can be used by healthcare organizations to analyze data that may include PHI. Google Cloud offers HIPAA Business Associate Agreements (BAAs) and Looker is listed as a HIPAA-eligible service under Google Cloud's compliance program. Risk is Medium because the platform's ability to process PHI when used by healthcare customers creates ongoing BAA obligations and requires careful configuration. Misconfiguration by healthcare customers could lead to HIPAA violations attributable to Google/Looker as a Business Associate.

Evidence: https://cloud.google.com/security/compliance/hipaa, https://cloud.google.com/privacy/hipaa-compliance

Financials

Three-year financials

Financial Resilience Score: 9/10

Looker's financial resilience is exceptionally strong due to its status as a wholly owned product line within Alphabet Inc. since February 2020. Alphabet reported total revenue exceeding US$350 billion in 2024 and holds more than US$95 billion in cash and marketable securities, providing Looker with effectively unlimited access to capital, R&D resources, and global go-to-market reach. This parent-company backing insulates Looker from the funding and cash-flow pressures that typically affect standalone BI vendors. Looker benefits from deep integration with Google Cloud's data and AI stack, including BigQuery, Vertex AI, and Gemini, positioning it as the semantic layer for agentic analytics. Its subscription/SaaS revenue model with annual commitments provides strong revenue visibility, and Gartner recognized Google (via Looker) in the Leaders quadrant of the 2025 Magic Quadrant for Analytics and BI Platforms. However, standalone financial transparency is nonexistent—Alphabet does not break out Looker's revenue, EBIT, or headcount separately. Competitive intensity from Microsoft Power BI, Salesforce Tableau, Qlik, ThoughtSpot, and AI-native BI upstarts represents a strategic risk, as does potential disruption from generative-AI-native analytics platforms. Despite these risks, the overall resilience is very high given Alphabet's balance sheet strength.

Key strengths: Parent company Alphabet with >US$350B revenue and >US$95B cash, Deep integration with BigQuery, Vertex AI, and Gemini, Subscription/SaaS model with annual commitments, Gartner Magic Quadrant Leader positioning (2025), Strategic role as semantic layer in Google Cloud's data-and-AI stack

Risk factors: Intense competition from Microsoft Power BI, Tableau, Qlik, and ThoughtSpot, Disruption risk from generative-AI-native BI entrants, Loss of standalone identity post-acquisition, Concerns from legacy multi-cloud customers about long-term investment, No transparency on growth, retention, or margins

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