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AI Security Research Center

Enterprise research for AI security and governance programs

SecureAIScore Research Center provides structured research, methodology, and technical evaluation guidance for CISOs, security architects, cloud security architects, AI platform engineers, SOC managers, red team members, security consultants, and enterprise architects.

Recent Publications

Recent research publications covering AI security, governance, architecture, and vendor assessment.

AI Security Landscapemarket guide

Enterprise AI Gateways: 2026 Market Guide

An enterprise market guide for evaluating AI gateway platforms across governance, policy enforcement, and architectural fit.

2026-07-2011 min readSecureAIScore Research
AI GatewaysPolicy EnforcementEnterprise Architecture
Latest Researchmarket guide

Prompt Security Platforms: 2026 Market Guide

How enterprise teams assess prompt and response security controls for high-risk AI workflows.

2026-07-169 min readSecureAIScore Research
Prompt InjectionGuardrailsRuntime Security
AI Security Landscapemarket guide

AI Runtime Protection: 2026 Market Guide

A guide to runtime protection platforms focused on inline and out-of-band controls for AI applications.

2026-07-1210 min readSecureAIScore Research
RuntimeDetectionSOC
Framework Researchmethodology

SecureAIScore Evaluation Methodology

Original methodology for evaluating enterprise AI security and governance capabilities.

2026-07-0812 min readSecureAIScore Research Office
MethodologyEvaluationResearch

Market Trends

Market Trendstrend

Market Trend: Rise of AI Gateways

Why centralized AI gateways are becoming a default enterprise architecture pattern.

2026-07-057 min readSecureAIScore Trends Desk
TrendAI GatewayArchitecture
Market Trendstrend

Market Trend: Identity-first AI Security

Identity controls are becoming the anchor for enterprise AI governance execution.

2026-07-036 min readSecureAIScore Trends Desk
IdentityZero TrustTrend

AI Security Landscape

AI Security Landscapemarket guide

Enterprise AI Gateways: 2026 Market Guide

An enterprise market guide for evaluating AI gateway platforms across governance, policy enforcement, and architectural fit.

2026-07-2011 min readSecureAIScore Research
AI GatewaysPolicy EnforcementEnterprise Architecture
AI Security Landscapemarket guide

AI Runtime Protection: 2026 Market Guide

A guide to runtime protection platforms focused on inline and out-of-band controls for AI applications.

2026-07-1210 min readSecureAIScore Research
RuntimeDetectionSOC
AI Security Landscapemarket guide

AI Firewalls: 2026 Market Guide

Evaluation guide for AI firewall controls focused on policy enforcement and workload segmentation.

2026-06-148 min readSecureAIScore Research
AI FirewallSegmentationRuntime
AI Security Landscapemarket guide

Model Security Platforms: 2026 Market Guide

Market guide for model lifecycle protection including scanning, policy gates, and release assurance.

2026-06-109 min readSecureAIScore Research
Model SecurityScanningLifecycle
AI Security Landscapemarket guide

AI DSPM: 2026 Market Guide

How AI data security posture management platforms are evolving for prompt, context, and output risks.

2026-06-068 min readSecureAIScore Research
AI DSPMData ProtectionPosture
AI Security Landscapemarket guide

AI Red Teaming Platforms: 2026 Market Guide

Evaluation framework for AI red teaming platforms used to validate adversarial resilience.

2026-06-048 min readSecureAIScore Research
Red TeamingAdversarial TestingValidation
AI Security Landscapemarket guide

AI Security Posture Management: 2026 Market Guide

Guide for evaluating AI posture management platforms across discovery, risk scoring, and governance workflows.

2026-05-289 min readSecureAIScore Research
Posture ManagementDiscoveryRisk Scoring

Enterprise Architecture

Enterprise Architecturetrend

Market Trend: Secure MCP Adoption

How enterprises are evaluating secure model context protocol patterns for scalable AI operations.

2026-06-308 min readSecureAIScore Architecture Desk
MCPAgentic AITrend
Enterprise Architecturelandscape

Enterprise AI Architecture Evolution

How enterprise architecture functions are redesigning platform control planes for secure AI adoption.

2026-06-2410 min readSecureAIScore Architecture Desk
ArchitectureControl PlanePlatform

Framework Research

Framework Researchmethodology

SecureAIScore Evaluation Methodology

Original methodology for evaluating enterprise AI security and governance capabilities.

2026-07-0812 min readSecureAIScore Research Office
MethodologyEvaluationResearch
Framework Researchframework research

AI Compliance and Framework Research Outlook

Research brief on framework convergence and evidence readiness practices for AI security programs.

2026-06-208 min readSecureAIScore Framework Lab
ComplianceFrameworksResearch
Framework Researchmarket guide

AI Governance Platforms: 2026 Market Guide

Market guide for governance platforms focused on policy, oversight, and accountability operations.

2026-06-019 min readSecureAIScore Research
GovernancePolicyControl Mapping

Predictions

Predictionsprediction

Top 10 AI Security Predictions for 2026

SecureAIScore annual opinion research on likely market and enterprise security shifts.

2026-01-109 min readSecureAIScore Research Council
PredictionsAnnual OutlookSecureAIScore Opinion
Predictionsprediction

Top Enterprise AI Trends 2026

Annual SecureAIScore opinion brief on enterprise AI architecture and security priorities.

2026-01-188 min readSecureAIScore Research Council
PredictionsEnterprise TrendsSecureAIScore Opinion
Predictionsprediction

Future AI Governance Trends 2026

SecureAIScore annual governance outlook covering policy, accountability, and framework execution evolution.

2026-01-228 min readSecureAIScore Research Council
PredictionsGovernanceSecureAIScore Opinion

Vendor Assessments

Structured vendor profiles for technical due diligence and architecture fit review.

Vendor Profile

Helix AI Gateway

Helix Systems

Enterprise AI gateway profile focused on model routing, policy control, and telemetry visibility.

AI GovernanceCloud AI SecurityLLM Security
Vendor Profile

Sentinel Prompt Guard

SentinelLayer

Prompt security profile for policy enforcement in prompt and response workflows.

Prompt SecurityGenAI SecurityAI Risk
Vendor Profile

Cobalt Governance Control

Cobalt Risk Systems

Governance-oriented platform profile for control mapping and evidence workflows.

AI GovernanceAI ComplianceRisk Management
Research Search and Filter
20 publications
AI Security Landscapemarket guide

Enterprise AI Gateways: 2026 Market Guide

An enterprise market guide for evaluating AI gateway platforms across governance, policy enforcement, and architectural fit.

2026-07-2011 min readSecureAIScore Research
AI GatewaysPolicy EnforcementEnterprise Architecture
Latest Researchmarket guide

Prompt Security Platforms: 2026 Market Guide

How enterprise teams assess prompt and response security controls for high-risk AI workflows.

2026-07-169 min readSecureAIScore Research
Prompt InjectionGuardrailsRuntime Security
AI Security Landscapemarket guide

AI Runtime Protection: 2026 Market Guide

A guide to runtime protection platforms focused on inline and out-of-band controls for AI applications.

2026-07-1210 min readSecureAIScore Research
RuntimeDetectionSOC
Framework Researchmethodology

SecureAIScore Evaluation Methodology

Original methodology for evaluating enterprise AI security and governance capabilities.

2026-07-0812 min readSecureAIScore Research Office
MethodologyEvaluationResearch
Market Trendstrend

Market Trend: Rise of AI Gateways

Why centralized AI gateways are becoming a default enterprise architecture pattern.

2026-07-057 min readSecureAIScore Trends Desk
TrendAI GatewayArchitecture
Market Trendstrend

Market Trend: Identity-first AI Security

Identity controls are becoming the anchor for enterprise AI governance execution.

2026-07-036 min readSecureAIScore Trends Desk
IdentityZero TrustTrend
Enterprise Architecturetrend

Market Trend: Secure MCP Adoption

How enterprises are evaluating secure model context protocol patterns for scalable AI operations.

2026-06-308 min readSecureAIScore Architecture Desk
MCPAgentic AITrend
Vendor Intelligencevendor intelligence

Vendor Intelligence Framework

Standardized framework for evaluating AI security vendors without rankings or proprietary scoring claims.

2026-06-287 min readSecureAIScore Vendor Desk
Vendor IntelligenceFrameworkEvaluation
Predictionsprediction

Top 10 AI Security Predictions for 2026

SecureAIScore annual opinion research on likely market and enterprise security shifts.

2026-01-109 min readSecureAIScore Research Council
PredictionsAnnual OutlookSecureAIScore Opinion
Enterprise Architecturelandscape

Enterprise AI Architecture Evolution

How enterprise architecture functions are redesigning platform control planes for secure AI adoption.

2026-06-2410 min readSecureAIScore Architecture Desk
ArchitectureControl PlanePlatform
Framework Researchframework research

AI Compliance and Framework Research Outlook

Research brief on framework convergence and evidence readiness practices for AI security programs.

2026-06-208 min readSecureAIScore Framework Lab
ComplianceFrameworksResearch
Vendor Intelligencevendor intelligenceRestricted Access

Vendor Intelligence: Architecture Fit Model

A practical model for matching vendor offerings to enterprise architecture and governance maturity.

2026-06-187 min readSecureAIScore Vendor Desk
Vendor IntelligenceArchitecture FitProcurement
AI Security Landscapemarket guide

AI Firewalls: 2026 Market Guide

Evaluation guide for AI firewall controls focused on policy enforcement and workload segmentation.

2026-06-148 min readSecureAIScore Research
AI FirewallSegmentationRuntime
AI Security Landscapemarket guide

Model Security Platforms: 2026 Market Guide

Market guide for model lifecycle protection including scanning, policy gates, and release assurance.

2026-06-109 min readSecureAIScore Research
Model SecurityScanningLifecycle
AI Security Landscapemarket guide

AI DSPM: 2026 Market Guide

How AI data security posture management platforms are evolving for prompt, context, and output risks.

2026-06-068 min readSecureAIScore Research
AI DSPMData ProtectionPosture
AI Security Landscapemarket guide

AI Red Teaming Platforms: 2026 Market Guide

Evaluation framework for AI red teaming platforms used to validate adversarial resilience.

2026-06-048 min readSecureAIScore Research
Red TeamingAdversarial TestingValidation
Framework Researchmarket guide

AI Governance Platforms: 2026 Market Guide

Market guide for governance platforms focused on policy, oversight, and accountability operations.

2026-06-019 min readSecureAIScore Research
GovernancePolicyControl Mapping
AI Security Landscapemarket guide

AI Security Posture Management: 2026 Market Guide

Guide for evaluating AI posture management platforms across discovery, risk scoring, and governance workflows.

2026-05-289 min readSecureAIScore Research
Posture ManagementDiscoveryRisk Scoring
Predictionsprediction

Top Enterprise AI Trends 2026

Annual SecureAIScore opinion brief on enterprise AI architecture and security priorities.

2026-01-188 min readSecureAIScore Research Council
PredictionsEnterprise TrendsSecureAIScore Opinion
Predictionsprediction

Future AI Governance Trends 2026

SecureAIScore annual governance outlook covering policy, accountability, and framework execution evolution.

2026-01-228 min readSecureAIScore Research Council
PredictionsGovernanceSecureAIScore Opinion
SAIS
SecureAIScore™
Assess. Download. Improve.

Executive-ready AI Security Assessment for teams that need clear scores, trustworthy reports, and a clean path from insight to action.

Release 18.7
Product
  • Assessment
  • Benchmark
  • Methodology
  • Pricing
  • Workspace
Company
  • Company
  • About
  • Contact
  • FAQ
  • Roadmap
Legal
  • Privacy Policy
  • Terms of Service
  • Cookie Policy
  • Release Notes
  • Documentation
For Yourself. For Your Team. For Your Enterprise.
© 2026 SecureAIScore™. All rights reserved.