AgentShield — AI Agent Observability & Governance

3 min read Original article ↗

Traditional insurance is excluding AI risks — effective Jan 2026

Your Agent Runs.
You Hope. We Know.

The only platform that predicts cost, scores risk, and estimates damage — before execution.

Free assessment — No credit card required — 2 minutes

Featured on Product Hunt

$2T SaaS market cap lost in Jan 2026

40% of agentic AI projects failing

$20K+ fines per violation (Colorado)

3 major insurers excluding AI coverage

This Is Already Happening

Real incidents. Real losses. No coverage.

AIR CANADA

Chatbot invented a bereavement discount policy. Customer relied on it. Court ruled Air Canada must honor the AI's promise.

Forced to pay — no coverage

ARUP ENGINEERING

AI-generated deepfake of CFO authorized a fraudulent wire transfer during a video call.

$25M lost

WOLF RIVER ELECTRIC

Google AI Overview falsely stated the company had been fined for code violations. Reputation damaged.

Lawsuit filed

How AgentShield Works

Three steps. Five minutes to set up. 24/7 protection.

1

Connect Your Agents

Install our SDK or add a JSON config via MCP. Works with LangChain, OpenAI, CrewAI, Claude Desktop, Cursor, and any custom agent.

2

We Monitor 24/7

Every agent decision is analyzed in real time. Dangerous promises, pricing errors, discrimination patterns — caught before damage.

3

Get Alerts + Reports

Instant alerts via email and webhooks (Slack, Discord, Teams). Monthly compliance reports. Audit-ready documentation for regulators.

See the Dashboard

Full visibility into every agent, every alert, every risk — in real time.

AgentShield Dashboard — Overview with agent stats, alerts, and monitoring status

Real-time overview: agents connected, events, alerts triggered, and plan usage

The Complete Platform for AI Agent Operations

Monitoring, tracing, cost control, approvals, testing, and compliance — everything you need to run AI agents safely in production.

Real-Time Monitoring

Every response, every action, every decision — analyzed for risk in milliseconds.

Smart Alerts

Dangerous promises, pricing errors, discrimination patterns — flagged instantly via email and webhooks.

Agent Tracing

Full execution traces with span trees. See every LLM call, tool use, and handoff in a waterfall view.

Cost Attribution + Prediction

Track spend per agent and model. Predict next run cost before executing. Set budgets with alerts.

Human-in-the-Loop

Require human approval for high-risk actions. Your agent pauses, waits for a decision, then proceeds.

Pre-Production Testing

Test agents against 57+ adversarial scenarios before deploy. Prompt injection, bias, edge cases, compliance.

Compliance Reports

Auto-generated EU AI Act, Colorado AI Act, and NIST reports. Audit-ready evidence packages.

Risk Score + Blast Radius

Know the risk (0-1000), the max damage ($), and get mitigations — before your agent runs.

Works with your stack

LangChain CrewAI OpenAI Agents SDK MCP Any Python Agent REST API

Simple Pricing

Start free. Upgrade when you're ready.

FREE

$0

Try it out

  • 1 agent
  • 1,000 events/mo
  • Keyword risk analysis
  • Risk dashboard

Start Free

STARTER

$49/mo

Up to 5 agents

  • 5 agents
  • 50,000 events/mo
  • AI-powered analysis
  • Agent tracing (10K/mo)
  • Cost attribution
  • Approvals (100/mo)
  • Testing (10 runs/mo)

Get Started

MOST POPULAR

PRO

$149/mo

Up to 20 agents

  • 20 agents
  • 500,000 events/mo
  • AI-powered analysis
  • Agent tracing (100K/mo)
  • Cost attribution + budgets
  • Approvals (1K/mo)
  • Testing (100 runs/mo)
  • Compliance reports
  • Priority support

Get Pro

ENTERPRISE

Custom

Unlimited

  • Unlimited agents
  • Unlimited everything
  • AI-powered analysis
  • All Pro features
  • Custom SLA
  • Dedicated support

Contact Us

How Exposed Are Your AI Agents?

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