TrustLoop
TrustLoop is an online reputation management software that primarily focuses on maximizing positive customer feedback and managing negative reviews. The tool is...
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What is TrustLoop?
TrustLoop is an AI governance layer for autonomous agents that sits between an agent and its tools, intercepting each action before it executes. It is designed to give organizations visibility, control, and an audit trail for agent activity across systems like OpenAI, Claude, LangChain, CrewAI, AutoGen, and any MCP client.
The product focuses on preventing risky or unauthorized actions by checking tool calls against governance policies in real time. It can block actions instantly, route sensitive operations for human approval, and record the full context of each decision, including timestamps, tool names, arguments, and results.
A core part of the platform is auditability. TrustLoop logs every action and periodically anchors hashed logs to Polygon mainnet, creating tamper-resistant evidence for compliance, legal scrutiny, and internal review.
It is aimed at developers, small teams, scaling AI teams, and compliance-driven organizations that are deploying autonomous agents but need stronger oversight. The website positions it as an early-access product that can be started quickly, with API-key-based setup and no credit card required.
In short, TrustLoop is for teams that want to move from opaque agent execution to governed, explainable, and auditable agent operations.
TrustLoop pricing
Pricing model: Freemium
TrustLoop offers a Free plan at $0/month with 5,000 tool calls per month, 1 agent/API key, 7-day log retention, kill-switch rules, compliance reports, webhook alerts, and priority support. Starter is $29/month with 100,000 tool calls per month, 3 agents, and 30-day log retention. Growth is $149/month with 1M tool calls per month, 10 agents, and 90-day log retention. Business is $499/month with 5M tool calls per month, unlimited agents, 1-year log retention, compliance PDF reports, webhook and Slack alerts, and priority support. Enterprise is custom pricing for unlimited tool calls, unlimited agents, custom log retention, SOC2-ready audit reports, SSO/SAML, on-premise deployment, and a dedicated SLA/support. Annual plans include 2 months free, and early access members lock in current pricing forever.
TrustLoop pros
- Intercepts every AI agent action
- Works across OpenAI, Claude, LangChain, CrewAI, and MCP clients
- Plain-English governance rules
- Human-in-the-loop approvals
- Email approval workflow
- Slack approval workflow
- Microsoft Teams approval workflow
- OpenAI-compatible proxy
- One-line integration
- Instant kill switch for tools
- Real-time action visibility
- Cryptographic log anchoring
- Blockchain-backed audit trail
- CSV export for compliance
- Webhook alerts
- Slack alerts on higher plans
- SOC 2-ready reporting on Enterprise
- No credit card required for early access
- 7-day free log retention
- Unlimited agents on Enterprise
TrustLoop cons
- Early access product
- Free plan limited to 5,000 tool calls per month
- Free plan limited to 1 agent
- Free plan keeps logs only 7 days
- Starter plan limits to 3 agents
- Growth plan still caps at 10 agents
- Business plan still charges monthly for compliance features
- Enterprise pricing is custom and not published
- On-premise option only on Enterprise
- Some features are plan-gated, such as Slack alerts and longer retention
Frequently asked questions about TrustLoop
What does TrustLoop do?
TrustLoop is an AI governance layer that intercepts agent actions before they reach tools and APIs. It evaluates each action against governance rules, blocks dangerous operations, routes sensitive actions for approval, and stores a full audit trail for later review.
Which AI frameworks does TrustLoop support?
The website says TrustLoop works with OpenAI, Claude, LangChain, CrewAI, AutoGen, and any MCP client. It is positioned as a proxy layer, so users can point supported clients at TrustLoop’s endpoint and apply governance across frameworks.
How does human approval work?
Sensitive operations can be routed to specific people for approval, such as a CFO for wire transfers or a DPO for data exports. Approvals can be completed with one click through email, Slack, or Microsoft Teams.
Can TrustLoop block risky tool calls automatically?
Yes. TrustLoop includes a kill switch that lets you instantly block any tool by name, and it rejects blocked actions before execution. Rules can be added or removed from the dashboard in seconds without downtime.
How does TrustLoop create an audit trail?
Every allowed action is logged with timestamp, tool name, arguments, results, and approval context. The platform also cryptographically hashes logs and anchors them on Polygon mainnet every hour to make the record tamper-resistant.
Is TrustLoop easy to integrate?
The site says integration is simple and can be done with one line of code change. Users point their client at TrustLoop’s OpenAI-compatible proxy endpoint and begin governing actions quickly.
What is included in the free plan?
The Free plan includes 5,000 tool calls per month, 1 agent/API key, 7-day log retention, kill-switch rules, compliance reports, webhook alerts, and priority support. It is described as suitable for developers exploring AI governance during early access.
What are the paid plan differences?
Starter increases usage to 100,000 tool calls per month and 3 agents with 30-day log retention. Growth raises that to 1M tool calls and 10 agents with 90-day retention and Slack alerts. Business includes 5M tool calls, unlimited agents, 1-year retention, and compliance PDF reports.
What does the Enterprise plan add?
Enterprise is custom-priced and intended for regulated industries. It includes unlimited tool calls, unlimited agents, custom log retention, SOC2-ready audit reports, SSO/SAML, an on-premise option, and dedicated SLA and support.
Does TrustLoop support early access pricing?
Yes. The website says users can start free during early access, no credit card is required, and early access members lock in the current pricing forever. Annual plans also get 2 months free.