27 detection engines. Runtime policy enforcement. Cryptographic evidence for any compliance framework.
← INPUT
← RAW OUTPUT — PII EXPOSED
THE AI GOVERNANCE GAP
of enterprise apps will embed AI agents by end of 2026, up from 5% last year.
Source: Gartner, Aug 2025of all data breaches now involve shadow AI — unmonitored models operating outside governance.
Source: IBM Cost of a Data Breach Report, 2025average cost of an AI-related data breach — $670K more than standard breaches.
Source: IBM Cost of a Data Breach Report, 2025Know
27 detection engines surface PII leaks, prompt injection, jailbreak attempts, cost spikes, behavioral drift, and hallucinations — across every ingestion path, in real time.
Control
Policy enforcement runs inline with your agent traffic. Simulate first, then alert, then block — without breaking developer workflows or production uptime.
Prove
Every governance event produces a signed, tamper-evident receipt. Export evidence mapped to AIUC-1, SOC 2, EU AI Act, NIST AI RMF, or ISO 42001 — ready for audit review.
UNIVERSAL GOVERNANCE
It doesn't matter how your AI agents run. Gateway proxy, SDK decorator, MCP server, OTel pipeline, or direct API — the same 27 engines, the same policies, the same evidence chain governs all of them.
Full inline governance — can block
Gateway Proxy
Change one env var. Zero-code governance.
Python SDK
Decorators for LangChain, CrewAI, and custom agents.
Node.js SDK
Middleware for Express, Fastify, and OpenAI Agents.
Endpoint Bridge
Connected endpoints report to cloud automatically.
Detection + alerting
MCP Server
IDE-native governance tools.
Framework Callbacks
LangChain, CrewAI, AutoGen hooks.
Visibility + evidence
CLI Scan
Offline batch analysis on trace files.
Direct API
POST traces from any source.
OTel Fanout
Plug into existing observability pipelines.
6 of 9 paths support real-time blocking. All 9 produce governance evidence.
See Integration OptionsWHAT TEAMS USE TRUSTSCOPE FOR
“We had 6 AI agents in production. We had no idea what they were actually doing.”
An engineering manager discovered his team’s AI tools were making 200+ unmonitored database calls per session. TrustScope surfaced it in the first hour.
Full visibility across every agent, every action, every model.
See runtime visibility“An agent tried to DROP TABLE on our staging database. TrustScope blocked it.”
A developer asked their AI to “clean up test data.” The agent interpreted it as destructive SQL. The command firewall caught it before execution. Zero damage. Zero downtime.
Dangerous actions blocked in-line. Developers keep shipping.
See policy enforcement“Two enterprise deals were stalled because we couldn’t prove AI governance. Now we can.”
A VP of Engineering generated a signed audit trail — 47,000 governed actions with cryptographic evidence. The customer’s compliance team approved the same week. Both deals closed.
Audit-ready evidence that replaces $500/hr compliance consultants.
See compliance evidenceDETECTION DEPTH
Foundation — rule-based runtime controls
Cost & Loops
Loop killer · Velocity monitor · Cost velocity · Budget caps · Token growth · Session duration · Session action limit
Content & Secrets
Secrets scanner (60 patterns) · Blocked phrases · PII scanner (regex, 90 patterns)
Security
Prompt injection (57 patterns) · Jailbreak detector (46 patterns) · Command firewall (56 patterns)
Behavioral
Oscillation detector · Error rate
ML-assisted controls for contextual risk
Cloud engines
PII scanner (Presidio NER) · Prompt injection (ONNX) · Jailbreak (ONNX) · Toxicity filter · Data exfiltration
AI-powered analysis using your own LLM keys
AI-hybrid engines
Semantic firewall · Hallucination detector · Reasoning drift · Reasoning quality · A2A depth · Tool parameter validator · Bias monitor
AI-hybrid engines run on your LLM provider. TrustScope never pays for or stores your LLM calls. Bring your own key.
Developers
Connect your agents in minutes.
Engineering & Security Leaders
See your team. Set the rules. Block the threats.
Compliance Teams
Your auditor asked about AI controls. Hand them evidence.
COMPLIANCE EVIDENCE
TrustScope generates runtime governance evidence mapped to the frameworks your auditor actually asks about. Not dashboards. Not screenshots. Signed, verifiable evidence.
EU AI Act high-risk enforcement begins August 2, 2026.
No credit card required. Monitor tier includes 27 detection engines, a full dashboard, and API access. Upgrade when you need team policies, advanced detection, or compliance evidence.