9-Dimension Security Framework
Identity & Access Management
Compliance & Certification
AI Integration Security
NEWAPI Security
Infrastructure Security
Data Protection
Vulnerability Management
Breach History
Incident Response
AI Integration Security Assessment (9th Dimension)
Assess whether SaaS applications are safe for AI agent integration using Anthropic's Model Context Protocol (MCP) standards. Identify Shadow AI risks before they become breaches and make safer AI tool decisions than your competitors.
Last updated: January 17, 2026 at 07:46 PM
Assessment Transparency
See exactly what data backs this security assessment
Data Coverage
4/8 security categories assessed
Score based on 4 of 8 categories. Missing categories could not be assessed due to lack of public data or vendor restrictions.
Evaluation Friction
Evaluation friction estimates how long it typically takes to fully evaluate this vendor's security practices, from initial contact to complete assessment.
Security Documentation
These documents were discovered during automated assessment and may contain additional security information not reflected in the score.
Transparency indicators show data completeness and vendor accessibility
Comprehensive Security Analysis
In-depth assessment with detailed recommendations
Security Analysis
Executive Summary
| Metric | Value | Assessment |
|---|---|---|
| Security Grade | D | Needs Improvement |
| Risk Level | High | Not recommended |
| Enterprise Readiness | 43% | Gaps Exist |
| Critical Gaps | 0 | None |
Security Assessment
| Category | Score | Status | Action Required |
|---|---|---|---|
| 🟢 Breach History | 100/100 | excellent | Maintain current controls |
| 🟡 Vulnerability Management | 85/100 | good | Maintain current controls |
| 🟠 Data Protection | 60/100 | needs_improvement | Monitor and improve gradually |
| 🟠 Incident Response | 60/100 | needs_improvement | Monitor and improve gradually |
| 🟠 API Security | 50/100 | needs_improvement | Add rate limiting and authentication |
| 🟠 Identity & Access Management | 25/100 | needs_improvement | URGENT: Implement compensating controls immediately |
| 🟠 Compliance & Certification | 25/100 | needs_improvement | Review and enhance controls |
| 🟠 Infrastructure Security | 20/100 | needs_improvement | Review and enhance controls |
Overall Grade: D (33/100)
Critical Security Gaps
| Gap | Severity | Business Impact | Recommendation |
|---|---|---|---|
| 🟢 No dedicated security documentation page | LOW | Extended due diligence process | Request security whitepaper or public audit reports |
Total Gaps Identified: 1 | Critical/High Priority: 0
Compliance Status
| Framework | Status | Priority |
|---|---|---|
| SOC 2 | ❌ Missing | High Priority |
| ISO 27001 | ❌ Missing | High Priority |
| GDPR | ❌ Missing | High Priority |
| HIPAA | ❓ Unknown | Verify Status |
| PCI DSS | ❓ Unknown | Verify Status |
Warning: No compliance certifications verified. Extensive due diligence required.
Operational Excellence
| Metric | Status | Details |
|---|---|---|
| Status Page | ❌ Not Found | N/A |
| Documentation Quality | ✅ 9/10 | No SDKs |
| SLA Commitment | ❌ None | No public SLA |
| API Versioning | ⚠️ None | No version control |
| Support Channels | ℹ️ 0 channels |
Operational Facts Extracted: 3 data points from operational_maturity enrichment
Integration Requirements
| Aspect | Details | Notes |
|---|---|---|
| Setup Time | 3-5 days (manual setup required) | Estimated deployment timeline |
| Known Issues | Manual user provisioning may be required, Limited API automation capabilities, No automated user lifecycle management, Additional security controls needed | Implementation considerations |
⚠️ Inherent Risk Consideration
Data Sensitivity: This application stores sensitive data:
Risk Level: LOW - Contains
Compliance & Certifications
API Intelligence
Production-ready code examples for security operations, extracted from official Looker API documentation using LLM analysis. Copy and paste these examples directly into your automation workflows.
API Intelligence
API intelligence structure found but no operations extracted. May require manual review.
Incomplete API Intelligence
Our automated extraction found API documentation but couldn't extract specific operations. This may require manual review or vendor assistance.
View Vendor DocumentationAI-Powered Stakeholder Decision Analysis
LLM-generated security perspectives tailored to CISO, CFO, CTO, and Legal stakeholder needs. All analysis is grounded in verified API data with zero fabrication.
Security Posture & Operational Capabilities
Comprehensive assessment of Looker's security posture, operational maturity, authentication capabilities, security automation APIs, and breach intelligence.
Operational Maturity
Support, SLAs, and documentation quality
Documentation Quality
90% • ExcellentSecurity Automation APIs
Programmatic user management, data operations, and security controls
Frequently Asked Questions
Common questions about Looker
Looker's pricing starts at around $35,000 per year for the Standard Edition and can exceed $150,000+ per year for Enterprise and Embed editions. The more users, queries, and API calls you need, the higher the cost.
Source: Search insights from Google, Bing
The Conversational Analytics API allows you to interact with your BigQuery or Looker data through chat, from anywhere. Embed side-panel chat next to your Looker dashboards, invoke agents in chat applications like Slack, customize your company's web applications, or build multi-agent systems.
Source: Search insights from Google, Bing
Google follows best practices for security architecture. Proxy servers secure access to the Looker application by providing a single point to filter attacks through IP denylisting and connection rate limiting.
Source: Search insights from Google, Bing
Log into your Looker instance with admin access. Navigate to Admin > Users > select your user. Go to the API section and click Create API3 Key.
Source: Search insights from Google, Bing