Blog topic

AI

Articles on building and running AI systems in the enterprise, with a focus on where sensitive data enters, moves and leaves.

Topics

data policy in the RAG pipeline
  • AI Agent, API Gateway, Data Privacy

Data Policy in the RAG Pipeline: Stop 30 Years of Exposure

Every company is turning its document archive into a knowledge base for AI. Here's what changes when Protecto enforces data policy in the RAG pipeline, protected at ingestion, policy-rendered at retrieval, so the same precedent looks different to an adjuster and a customer....
  • 8 min
  • AI Agent, API Gateway

Data Policy at the Agent Gateway: Stop 6 Leaky Handoffs

The riskiest moment in a multi-agent system is the handoff. Here's what changes when Protecto enforces data policy at the agent gateway, minimum data out, no internal analysis leaking back into customer-facing agents....
  • 7 min
Data Policy
  • AI Agent, API Gateway, Data Privacy

Enforcing AI Data Policy at the API Gateway

Your AI agents all call the same internal APIs, and those APIs return everything. Here's why enforcing data policy at the API gateway scales better than building filtering into every agent you ship....
  • 8 min
AI Model Governance
  • AI Compliance, AI Security

AI Model Governance: Framework, Roles, Controls and Implementation Checklist

Explore AI model governance, including frameworks, policies, best practices, roles, controls, and a practical checklist for managing AI models throughout their lifecycle....
  • 8 min
AI Acceptable Use Policy
  • AI Compliance, Data Governance

AI Acceptable Use Policy: Template, Examples and Implementation Guide

Learn how to create an AI acceptable use policy with practical templates, examples, and implementation steps. Discover how enterprises define AI usage rules, protect sensitive data, and enable secure generative AI adoption....
  • 8 min
ChatGPT Security Risks for Enterprises
  • AI Agent, AI Security, LLM Security

ChatGPT Security Risks for Enterprises: Real Incidents, Controls and Best Practices

ChatGPT security risks for enterprises often begin with the sensitive data employees submit to AI tools. Explore real-world incidents, privacy concerns, data leakage risks, and practical controls for using ChatGPT securely across the organization....
  • 7 min
Top Enterprise AI Adoption Challenges
  • AI Compliance, AI Security

Top Enterprise AI Adoption Challenges

Discover enterprise AI adoption challenges, AI implementation challenges, and barriers to AI adoption with strategies for secure enterprise AI adoption....
  • 7 min
Recall Was Enough for Firewalls
  • AI, PII

‘Recall’ Was Enough for Firewalls. AI Needs a Stricter Scorecard

AI data protection needs more than recall. Discover why precision, F1 scores, and entity-level accuracy are critical for secure AI workflows....
  • 7 min
Cosine similarity
  • AI Agent, RAG

When Cosine Similarity Works Great, and When It Does Not

Cosine similarity isn't enough for enterprise RAG. Learn why hybrid retrieval, entity awareness, re-ranking, and metadata improve search accuracy....
  • 9 min
Cosine Similarity Is Math
  • AI Agent, RAG

Cosine Similarity Is Math, Not Magic

Cosine Similarity Is Math, not understanding. Learn how vector embeddings, similarity scores, and retrieval systems really work in AI search and RAG....
  • 7 min
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