https://praesidia.ai/blog Authenticate, govern, and monitor every interaction between your apps, AI agents, and MCP servers. en https://praesidia.ai/blog/data-residency-for-ai-agents https://praesidia.ai/blog/data-residency-for-ai-agents Sat, 29 Aug 2026 00:00:00 GMT Compliance How to keep AI agent data within jurisdictional boundaries, satisfy GDPR and cross-border transfer rules, and produce the evidence regulators expect. https://praesidia.ai/blog/ai-incident-readiness-checklist https://praesidia.ai/blog/ai-incident-readiness-checklist Thu, 27 Aug 2026 00:00:00 GMT Agent Security A practical checklist for AI agent incident readiness: inventory, instant revocation, tamper-evident audit trails, runbooks, and communication templates. https://praesidia.ai/blog/owasp-llm-top-10-for-agents https://praesidia.ai/blog/owasp-llm-top-10-for-agents Tue, 25 Aug 2026 00:00:00 GMT Agent Security How each OWASP LLM Top 10 risk category maps to agentic AI deployments — and the governance controls that address them at the infrastructure layer. https://praesidia.ai/blog/iso-42001-for-ai-management https://praesidia.ai/blog/iso-42001-for-ai-management Sun, 23 Aug 2026 00:00:00 GMT Compliance ISO/IEC 42001 sets requirements for AI management systems. See what the standard expects and how agent governance controls map directly to its Annex A clauses. https://praesidia.ai/blog/nist-ai-rmf-for-agents https://praesidia.ai/blog/nist-ai-rmf-for-agents Fri, 21 Aug 2026 00:00:00 GMT Compliance Apply the NIST AI RMF to AI agents: map GOVERN, MAP, MEASURE, and MANAGE to concrete controls — agent inventories, threat models, audit trails, and revocation. https://praesidia.ai/blog/threat-model-agent-credential-theft https://praesidia.ai/blog/threat-model-agent-credential-theft Wed, 19 Aug 2026 00:00:00 GMT Identity & Access How AI agent credentials get stolen and abused, and the controls that limit blast radius: credential scoping, short lifetimes, rotation, and fast revocation. https://praesidia.ai/blog/threat-model-runaway-agent-spend https://praesidia.ai/blog/threat-model-runaway-agent-spend Mon, 17 Aug 2026 00:00:00 GMT AI FinOps Loop-and-burn failures drain AI budgets fast. Learn the blast radius, five root conditions, and the layered controls that stop runaway spend before the invoice. https://praesidia.ai/blog/threat-model-a2a-delegation-abuse https://praesidia.ai/blog/threat-model-a2a-delegation-abuse Sat, 15 Aug 2026 00:00:00 GMT Agent Security When AI agents delegate tasks to each other, the delegation chain becomes an attack surface. How to threat-model and contain A2A delegation abuse. https://praesidia.ai/blog/threat-model-over-broad-mcp-tool-scope https://praesidia.ai/blog/threat-model-over-broad-mcp-tool-scope Thu, 13 Aug 2026 00:00:00 GMT MCP & Integrations Over-broad MCP tool permissions give attackers an amplified attack surface. Learn the failure modes and control classes that shrink the blast radius. https://praesidia.ai/blog/threat-model-indirect-prompt-injection https://praesidia.ai/blog/threat-model-indirect-prompt-injection Tue, 11 Aug 2026 00:00:00 GMT Agent Security Indirect prompt injection hijacks tool-using AI agents through poisoned external content. Learn the attack vectors and layered controls that contain them. https://praesidia.ai/blog/how-to-roll-out-ai-agents-safely https://praesidia.ai/blog/how-to-roll-out-ai-agents-safely Sun, 09 Aug 2026 00:00:00 GMT AI Strategy A staged rollout playbook for AI agents: inventory risk, run a scoped pilot with guardrails in place, define go/no-go criteria, and expand on evidence. https://praesidia.ai/blog/how-to-rate-limit-ai-agents https://praesidia.ai/blog/how-to-rate-limit-ai-agents Fri, 07 Aug 2026 00:00:00 GMT Platform Design abuse-resistant rate limits for AI agents: choose the right unit, window shape, and enforcement scope to protect costs and downstream systems. https://praesidia.ai/blog/how-to-redact-pii-from-agent-prompts https://praesidia.ai/blog/how-to-redact-pii-from-agent-prompts Wed, 05 Aug 2026 00:00:00 GMT AI Governance Keep PII out of AI agent prompts, responses, and logs using detection-and-redaction controls that satisfy GDPR, HIPAA, and audit requirements. https://praesidia.ai/blog/how-to-implement-least-privilege-for-agents https://praesidia.ai/blog/how-to-implement-least-privilege-for-agents Mon, 03 Aug 2026 00:00:00 GMT Identity & Access Apply least privilege to AI agents with scoped credentials, per-connection policies, and delegation constraints that shrink your blast radius. https://praesidia.ai/blog/how-to-monitor-mcp-tool-calls https://praesidia.ai/blog/how-to-monitor-mcp-tool-calls Sat, 01 Aug 2026 00:00:00 GMT MCP & Integrations Gain full visibility into every MCP tool call an AI agent makes — with attribution, policy decisions, and cost data needed for security and compliance. https://praesidia.ai/blog/how-to-detect-prompt-injection https://praesidia.ai/blog/how-to-detect-prompt-injection Thu, 30 Jul 2026 00:00:00 GMT Agent Security Practical detection signals and layered defenses for direct and indirect prompt injection in AI agents — from input scanning to output validation and runtime policy. https://praesidia.ai/blog/how-to-audit-ai-agent-activity https://praesidia.ai/blog/how-to-audit-ai-agent-activity Tue, 28 Jul 2026 00:00:00 GMT Compliance What to log for AI agents, how to keep audit trails credible and tamper-evident, and how to reconstruct any agent action for compliance or forensics. https://praesidia.ai/blog/how-to-set-budgets-for-ai-agents https://praesidia.ai/blog/how-to-set-budgets-for-ai-agents Sun, 26 Jul 2026 00:00:00 GMT AI FinOps Set enforceable AI agent budgets with reservation-based enforcement, graduated thresholds, and clear attribution — before overruns reach your invoice. https://praesidia.ai/blog/how-to-give-an-agent-an-identity https://praesidia.ai/blog/how-to-give-an-agent-an-identity Fri, 24 Jul 2026 00:00:00 GMT Identity & Access Why AI agents need first-class identity and how to model it so every action is attributable, governed, and revocable without disrupting other systems. https://praesidia.ai/blog/how-to-authenticate-ai-agents https://praesidia.ai/blog/how-to-authenticate-ai-agents Wed, 22 Jul 2026 00:00:00 GMT Identity & Access How to authenticate AI agents using API keys, short-lived tokens, and scoped credentials — so every agent action is attributable and revocable. https://praesidia.ai/blog/governing-customer-support-agents https://praesidia.ai/blog/governing-customer-support-agents Mon, 20 Jul 2026 00:00:00 GMT AI Governance Govern AI customer-support agents: PII detection, response guardrails, escalation triggers, and tamper-evident audit logs regulators expect. https://praesidia.ai/blog/securing-ai-coding-agents https://praesidia.ai/blog/securing-ai-coding-agents Sat, 18 Jul 2026 00:00:00 GMT Agent Security AI coding agents read files, run tools, and push code autonomously. Learn the specific risks they introduce — prompt injection, supply-chain exposure, secret leakage — and how to contain them. https://praesidia.ai/blog/ai-agent-governance-for-enterprises https://praesidia.ai/blog/ai-agent-governance-for-enterprises Thu, 16 Jul 2026 00:00:00 GMT AI Strategy Enterprise AI agent governance at scale requires SSO, custom RBAC, delegated administration, and centralized policy enforcement across every team. https://praesidia.ai/blog/ai-agent-security-for-startups https://praesidia.ai/blog/ai-agent-security-for-startups Tue, 14 Jul 2026 00:00:00 GMT Agent Security A pragmatic guide to AI agent security for startups: the controls that matter most when you are moving fast and have limited security resources. https://praesidia.ai/blog/ai-agent-governance-saas https://praesidia.ai/blog/ai-agent-governance-saas Sun, 12 Jul 2026 00:00:00 GMT AI Strategy How SaaS teams embedding AI agents keep multi-tenant data isolated, costs attributed per customer, and agent behavior governed at scale across tenants. https://praesidia.ai/blog/ai-agent-governance-healthcare https://praesidia.ai/blog/ai-agent-governance-healthcare Fri, 10 Jul 2026 00:00:00 GMT Compliance How healthcare organizations protect PHI, enforce least privilege, and prove AI agent controls to satisfy HIPAA, the EU AI Act, and auditors. https://praesidia.ai/blog/ai-agent-governance-financial-services https://praesidia.ai/blog/ai-agent-governance-financial-services Wed, 08 Jul 2026 00:00:00 GMT Compliance The controls regulated financial firms need for AI agents: tamper-evident audit trails, scoped identity, human approval gates, and on-demand regulatory evidence. https://praesidia.ai/blog/budgets-vs-rate-limits https://praesidia.ai/blog/budgets-vs-rate-limits Mon, 06 Jul 2026 00:00:00 GMT AI FinOps Spend caps and request throttling are different levers for controlling runaway AI agents. Learn when each applies, how they compose, and why you need both. https://praesidia.ai/blog/trust-score-vs-allowlist https://praesidia.ai/blog/trust-score-vs-allowlist Sat, 04 Jul 2026 00:00:00 GMT Agent Security Static allow-lists gate identity; dynamic trust scores gate scope. Learn how each works, where each falls short, and why mature programs combine both. https://praesidia.ai/blog/guardrails-vs-evals-vs-monitoring https://praesidia.ai/blog/guardrails-vs-evals-vs-monitoring Thu, 02 Jul 2026 00:00:00 GMT AI Governance Guardrails, evals, and monitoring each close a different AI safety gap at a different lifecycle stage — learn how to use all three correctly. https://praesidia.ai/blog/a2a-vs-mcp-whats-the-difference https://praesidia.ai/blog/a2a-vs-mcp-whats-the-difference Tue, 30 Jun 2026 00:00:00 GMT Agent Security MCP connects agents to tools; A2A connects agents to each other. Understand how both protocols divide labor and what security controls each one demands. https://praesidia.ai/blog/ai-governance-platform-rfp-checklist https://praesidia.ai/blog/ai-governance-platform-rfp-checklist Sun, 28 Jun 2026 00:00:00 GMT AI Strategy A ready-to-use RFP checklist for evaluating AI governance platforms — covering identity, policy enforcement, guardrails, spend controls, audit, and compliance. https://praesidia.ai/blog/agent-observability-tools-evaluation https://praesidia.ai/blog/agent-observability-tools-evaluation Fri, 26 Jun 2026 00:00:00 GMT Observability A practical guide to what AI agent observability must cover — cost, behavior, and policy compliance — and the key criteria for choosing the right tooling. https://praesidia.ai/blog/ai-guardrails-vs-llm-firewall https://praesidia.ai/blog/ai-guardrails-vs-llm-firewall Wed, 24 Jun 2026 00:00:00 GMT AI Governance AI guardrails and LLM firewalls both inspect content but solve different problems. Learn the distinctions, evaluation approaches, and fail-mode trade-offs. https://praesidia.ai/blog/mcp-gateway-what-to-look-for https://praesidia.ai/blog/mcp-gateway-what-to-look-for Mon, 22 Jun 2026 00:00:00 GMT MCP & Integrations Evaluate MCP gateways on four criteria that actually matter: agent authentication, per-tool scoping, rate limits, and forensic audit logging. https://praesidia.ai/blog/ai-agent-governance-build-vs-buy https://praesidia.ai/blog/ai-agent-governance-build-vs-buy Sat, 20 Jun 2026 00:00:00 GMT AI Strategy An honest framework for deciding whether to build AI agent governance in-house or buy a platform, weighed by risk, team capacity, and time-to-value. https://praesidia.ai/blog/ai-control-plane-vs-api-gateway https://praesidia.ai/blog/ai-control-plane-vs-api-gateway Thu, 18 Jun 2026 00:00:00 GMT AI Strategy An API gateway manages traffic; an AI control plane governs agents. Learn the five critical gaps gateways leave open and what a control plane adds. https://praesidia.ai/blog/best-ai-agent-governance-platforms https://praesidia.ai/blog/best-ai-agent-governance-platforms Tue, 16 Jun 2026 00:00:00 GMT AI Strategy A criteria-driven framework for evaluating AI agent governance platforms across identity, guardrails, cost controls, audit trails, and multi-agent trust. https://praesidia.ai/blog/securing-the-agent-supply-chain https://praesidia.ai/blog/securing-the-agent-supply-chain Mon, 15 Jun 2026 00:00:00 GMT Agent Security Provenance, attestation, and runtime verification protect AI deployments from compromised third-party agents and tools — and how supply chain security works. https://praesidia.ai/blog/ai-agent-compliance-checklist-2026 https://praesidia.ai/blog/ai-agent-compliance-checklist-2026 Fri, 12 Jun 2026 00:00:00 GMT Compliance A practical AI agent compliance checklist covering identity, tamper-evident audit trails, GDPR erasure, EU AI Act risk tiers, and vendor due diligence. https://praesidia.ai/blog/ai-governance-agent-security-glossary https://praesidia.ai/blog/ai-governance-agent-security-glossary Tue, 09 Jun 2026 00:00:00 GMT AI Governance Precise definitions of AI governance and agent security terms — guardrail, control plane, A2A, attestation, trust score — for specs and vendor evaluations. https://praesidia.ai/blog/ai-governance-maturity-model https://praesidia.ai/blog/ai-governance-maturity-model Sat, 06 Jun 2026 00:00:00 GMT AI Governance Five stages of AI governance maturity for AI agents — from ad-hoc to optimized — with concrete indicators and the specific work needed to advance each stage. https://praesidia.ai/blog/measuring-roi-of-ai-agents https://praesidia.ai/blog/measuring-roi-of-ai-agents Wed, 03 Jun 2026 00:00:00 GMT AI Strategy Practical frameworks for quantifying AI agent ROI — cost per outcome, time recovered, and deflection rate — so you can move beyond vanity usage metrics. https://praesidia.ai/blog/budgets-quotas-preventing-runaway-agent-costs https://praesidia.ai/blog/budgets-quotas-preventing-runaway-agent-costs Sun, 31 May 2026 00:00:00 GMT FinOps Design budget policies and hard spend caps that stop a looping or misconfigured AI agent before it runs up an unbounded bill, using reservation-based enforcement. https://praesidia.ai/blog/sso-scim-enterprise-identity-for-ai-tools https://praesidia.ai/blog/sso-scim-enterprise-identity-for-ai-tools Thu, 28 May 2026 00:00:00 GMT Identity & Access SSO and SCIM give enterprises full control over AI tool access — federated authentication plus automated lifecycle management that keeps access current. https://praesidia.ai/blog/webhook-security-signing-verifying-events https://praesidia.ai/blog/webhook-security-signing-verifying-events Mon, 25 May 2026 00:00:00 GMT MCP & Integrations HMAC signatures plus timestamp replay windows are the minimum bar for secure webhooks — here's why unsigned endpoints are dangerous and how to fix them. https://praesidia.ai/blog/versioning-rollback-for-ai-agents https://praesidia.ai/blog/versioning-rollback-for-ai-agents Fri, 22 May 2026 00:00:00 GMT Workflows Version AI agent workflows like code, diff changes between snapshots, and roll back safely when a new version causes regressions or runaway costs in production. https://praesidia.ai/blog/incident-response-for-ai-agent-breaches https://praesidia.ai/blog/incident-response-for-ai-agent-breaches Tue, 19 May 2026 00:00:00 GMT Agent Security A practical incident response runbook for AI agent breaches: contain damage, revoke scoped credentials, investigate with tamper-evident audit trails, and recover. https://praesidia.ai/blog/pii-detection-redaction-ai-pipelines https://praesidia.ai/blog/pii-detection-redaction-ai-pipelines Sat, 16 May 2026 00:00:00 GMT AI Governance Detect and redact PII before it reaches AI models or persists in logs — covering entry points, detection techniques, redaction strategies, and compliance. https://praesidia.ai/blog/federated-ai-sharing-agents-without-sharing-data https://praesidia.ai/blog/federated-ai-sharing-agents-without-sharing-data Wed, 13 May 2026 00:00:00 GMT Agent Security How signed trust manifests and scoped admission controls let organizations share AI agents across boundaries without exposing data or credentials.