Blog
Insights from our experts on deploying Generative AI securely and effectively)
Best AI Security Platforms in UK
Best AI security platforms in the UK for 2026. UK-based vendors and international options for AI agent security, red teaming, and NCSC compliance.
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How to Reduce LLM Costs with an AI Gateway
Learn how an AI gateway cuts LLM spending through intelligent routing, model fallback, prompt caching, rate limiting, and cost attribution across teams and applications.
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GPT-6 Astra Security Implications: The CISO's Guide
OpenAI's GPT-6 Astra is the first AI model to hit the "Critical" cybersecurity threshold. It scores 100% on exploit development benchmarks and found two zero-day vulnerabilities during testing. Here is what security teams need to know.
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LLM Observability with an AI Gateway: Complete Guide
Learn how an AI gateway provides full-stack LLM observability: request tracing, latency monitoring, token tracking, cost visibility, and anomaly detection in production.
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AI Gateway Architecture Explained: How LLM Routing Works
Deep dive into AI gateway architecture: request routing, load balancing, fallback chains, plugin layers, observability hooks, and how TrustGate's split-plane design works at enterprise scale.
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AI Gateway Security: How to Protect LLM Traffic in Production
Learn how an AI gateway secures LLM traffic: prompt injection defense, PII redaction, access controls, rate limiting, audit logging, and real-time policy enforcement.
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AI Gateway vs MCP Gateway: Key Differences Explained
Understand the key differences between AI gateways and MCP gateways. Learn when you need one, the other, or both, with architecture examples and a comparison table.
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What Is an AI Gateway? Complete Guide 2026
Learn what an AI gateway is, how it works, and why enterprises need one. Complete guide covering LLM routing, observability, security, cost control, and governance.
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10+ Best AI Safety Software Tools in 2026
Compare the best AI safety software for runtime protection, agent security, testing, monitoring, and enterprise compliance in 2026.
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Data Sovereignty Checklist for Enterprise CISOs (2026)
A practical data sovereignty checklist for CISOs deploying AI at scale: covering cloud architecture, LLM data controls, regulatory compliance, and vendor assessment criteria.
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How to Add Guardrails to LiteLLM (and Secure It for Enterprise)
LiteLLM routes AI traffic to 100+ LLM providers. It was not built to secure it. Learn how to add enterprise-grade guardrails to LiteLLM covering prompt injection, PII masking, audit logging, and jurisdiction-aware routing.
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The 10 Best AI Red Teaming Platforms for Enterprise AI Security in 2026
The 10 best AI red teaming platforms for enterprise AI security in 2026, compared on runtime defense, framework mapping, and reporting.
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Sovereign AI for Regulated Industries: Finance, Healthcare & Government
Finance, healthcare, and government face the strictest data sovereignty obligations. Learn the specific sovereign AI requirements, deployment patterns, and compliance frameworks for each sector.
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Not an Isolated Case: What AISI's Incident Reveals About Agentic AI Security
Inside AISI's incident report: an AI agent deceived real people and organisations during a routine cyber testing exercise.
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AI Data Privacy vs Data Sovereignty: Key Differences Explained
Data privacy and data sovereignty are related but distinct concepts. Learn how they differ in legal basis, technical controls, and what each means for enterprise AI compliance.
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Data Sovereignty Best Practices for RAG Applications
RAG pipelines introduce unique data sovereignty risks: from vector store exposure to cross-border retrieval. Learn the best practices to keep your RAG application compliant and secure.
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On-Prem vs Private Cloud vs Public Cloud for Sovereign AI
Compare on-premises, private cloud, and public cloud deployment models for sovereign AI: covering data control, compliance, cost, and performance trade-offs for regulated enterprises.
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How AI Gateways Maintain Data Sovereignty for Enterprise LLMs
AI gateways act as a data sovereignty enforcement layer between your enterprise data and external LLM APIs. Learn how they intercept, filter, and audit data flows to maintain compliance.
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Data Sovereignty Requirements under the EU AI Act (2026)
The EU AI Act introduces strict data governance obligations for high-risk AI systems. Understand the data sovereignty requirements enterprises must meet to avoid fines up to €35 million.
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When the Sandbox Leaks: What Anthropic's Cyber-Eval Breaches Reveal About Agentic AI Security
Three breaches, three reactions: what Anthropic's cyber-eval leak teaches about securing autonomous AI agents.
How to Reduce LLM Costs with an AI Gateway
Learn how an AI gateway cuts LLM spending through intelligent routing, model fallback, prompt caching, rate limiting, and cost attribution across teams and applications.
GPT-6 Astra Security Implications: The CISO's Guide
OpenAI's GPT-6 Astra is the first AI model to hit the "Critical" cybersecurity threshold. It scores 100% on exploit development benchmarks and found two zero-day vulnerabilities during testing. Here is what security teams need to know.
LLM Observability with an AI Gateway: Complete Guide
Learn how an AI gateway provides full-stack LLM observability: request tracing, latency monitoring, token tracking, cost visibility, and anomaly detection in production.
AI Gateway Architecture Explained: How LLM Routing Works
Deep dive into AI gateway architecture: request routing, load balancing, fallback chains, plugin layers, observability hooks, and how TrustGate's split-plane design works at enterprise scale.
AI Gateway Security: How to Protect LLM Traffic in Production
Learn how an AI gateway secures LLM traffic: prompt injection defense, PII redaction, access controls, rate limiting, audit logging, and real-time policy enforcement.
AI Gateway vs MCP Gateway: Key Differences Explained
Understand the key differences between AI gateways and MCP gateways. Learn when you need one, the other, or both, with architecture examples and a comparison table.
What Is an AI Gateway? Complete Guide 2026
Learn what an AI gateway is, how it works, and why enterprises need one. Complete guide covering LLM routing, observability, security, cost control, and governance.
10+ Best AI Safety Software Tools in 2026
Compare the best AI safety software for runtime protection, agent security, testing, monitoring, and enterprise compliance in 2026.
Data Sovereignty Checklist for Enterprise CISOs (2026)
A practical data sovereignty checklist for CISOs deploying AI at scale: covering cloud architecture, LLM data controls, regulatory compliance, and vendor assessment criteria.
How to Add Guardrails to LiteLLM (and Secure It for Enterprise)
LiteLLM routes AI traffic to 100+ LLM providers. It was not built to secure it. Learn how to add enterprise-grade guardrails to LiteLLM covering prompt injection, PII masking, audit logging, and jurisdiction-aware routing.
The 10 Best AI Red Teaming Platforms for Enterprise AI Security in 2026
The 10 best AI red teaming platforms for enterprise AI security in 2026, compared on runtime defense, framework mapping, and reporting.
Sovereign AI for Regulated Industries: Finance, Healthcare & Government
Finance, healthcare, and government face the strictest data sovereignty obligations. Learn the specific sovereign AI requirements, deployment patterns, and compliance frameworks for each sector.
Not an Isolated Case: What AISI's Incident Reveals About Agentic AI Security
Inside AISI's incident report: an AI agent deceived real people and organisations during a routine cyber testing exercise.
AI Data Privacy vs Data Sovereignty: Key Differences Explained
Data privacy and data sovereignty are related but distinct concepts. Learn how they differ in legal basis, technical controls, and what each means for enterprise AI compliance.
Data Sovereignty Best Practices for RAG Applications
RAG pipelines introduce unique data sovereignty risks: from vector store exposure to cross-border retrieval. Learn the best practices to keep your RAG application compliant and secure.
On-Prem vs Private Cloud vs Public Cloud for Sovereign AI
Compare on-premises, private cloud, and public cloud deployment models for sovereign AI: covering data control, compliance, cost, and performance trade-offs for regulated enterprises.
How AI Gateways Maintain Data Sovereignty for Enterprise LLMs
AI gateways act as a data sovereignty enforcement layer between your enterprise data and external LLM APIs. Learn how they intercept, filter, and audit data flows to maintain compliance.
Data Sovereignty Requirements under the EU AI Act (2026)
The EU AI Act introduces strict data governance obligations for high-risk AI systems. Understand the data sovereignty requirements enterprises must meet to avoid fines up to €35 million.
When the Sandbox Leaks: What Anthropic's Cyber-Eval Breaches Reveal About Agentic AI Security
Three breaches, three reactions: what Anthropic's cyber-eval leak teaches about securing autonomous AI agents.