Tork Phase 5: Complete AI Governance Platform Now Live
Introducing Memory Integrity, HITL Enforcement, Supply Chain Visibility, Cost Controls, and a complete Admin Console for production-ready AI governance.
Tork Phase 5 Dashboard
Complete AI Governance Platform
Why AI Governance Matters
As AI agents become more autonomous, the need for robust governance has never been greater. Organizations are deploying agents that can access sensitive data, make financial decisions, and interact with production systems. Without proper guardrails, the risks are significant: data breaches, runaway costs, compliance violations, and loss of trust.
Tork is the AI governance platform that solves these challenges. We provide comprehensive tools for PII protection, policy enforcement, audit logging, and now with Phase 5, we've added memory integrity, human oversight, supply chain security, and cost controls.
What's New in Phase 5
Memory Integrity & Trust Scoring
Cryptographic verification of agent memory with drift detection and trust scoring.
HITL Enforcement
Human-in-the-loop approval workflows with slicing attack detection and velocity limits.
Supply Chain Visibility
Track dependencies and vulnerabilities across models, packages, and tools.
Cost Controls
Budget governance with spend tracking, alerts, and hard limits per agent or team.
MCP Tool Auditing
48 governance tools for Claude, Cursor, and any MCP-compatible agent.
Memory Integrity: Trust Your Agent's Memory
Agent memory can be modified, corrupted, or poisoned over time. Memory Integrity provides cryptographic snapshots that detect unauthorized changes and calculate trust scores based on verification history.
from tork import TorkClient, MemoryIntegrity
client = TorkClient(api_key="your_key")
memory = MemoryIntegrity(client)
# Take a snapshot of agent memory
snapshot = memory.snapshot(
agent_id="agent-1",
memory_data=agent.get_memory(),
memory_type="conversation"
)
# Later, verify memory hasn't been tampered with
result = memory.verify(agent_id="agent-1")
print(f"Trust Score: {result['trustScore']}/100")
print(f"Modifications: {result['modificationCount']}")HITL Enforcement: Humans in the Loop
Some actions are too risky for full automation. HITL Enforcement lets you require human approval for high-stakes decisions, with slicing attack detection to prevent agents from breaking up large operations to avoid oversight.
Slicing Attack Detection
Detect when agents split operations to avoid thresholds
Velocity Limits
Limit how many approvals can be requested per time period
Cool-down Periods
Enforce waiting periods between sensitive operations
Context Preservation
Reviewers see full context for informed decisions
Admin Console: No-Code Governance
Not everyone wants to write code to manage AI governance. The Admin Console provides a complete web interface for managing agents, policies, budgets, approvals, and alerts.
Dashboard
Real-time TORKING-X scores and system health
Agents
Register, monitor, and manage AI agents
Policies
Visual rule builder for governance policies
Budgets
Create and track spending limits
Approvals
HITL approval queue with context
Alerts
Monitor and respond to governance events
TORKING-X: The Industry Standard
TORKING-X is our 9-metric scoring system for AI governance health. Each metric is weighted based on its importance, giving you a single score (0-100) that represents your overall governance posture.
Tamper-Evidence
10%
Privacy Protection
15%
Ephemeral Identity
10%
Quality Guardrails
15%
Circuit Breakers
15%
Supply Chain
10%
Tool Safety
10%
Memory Integrity
10%
HITL Enforcement
5%
Combined into a single governance score from 0-100
Getting Started
Start using Tork in minutes with our Python or JavaScript SDK:
# Python
pip install tork
# JavaScript/TypeScript
npm install @torknetwork/sdkfrom tork import TorkClient
client = TorkClient(api_key="your_key")
# Evaluate content for PII and safety
result = client.evaluate(
content="User message here",
checks=["pii", "toxicity", "jailbreak"]
)
if result.allowed:
# Safe to proceed
process_with_llm(result.content)
else:
# Handle policy violation
log_violation(result.violations)What's Next
Phase 5 completes our core governance platform, but we're not stopping here. On our roadmap:
- Enterprise SSO - SAML, OIDC, and custom identity providers
- Advanced Analytics - ML-powered anomaly detection and insights
- On-Premise Deployment - Self-hosted option for air-gapped environments
- More Integrations - Vercel AI SDK, Haystack, DSPy, and more
Try Tork Today
Get started with Tork for free. No credit card required. See how easy it is to add governance to your AI agents.