TraceCtrl AI-SPM
TraceCtrl AI-SPM: Agent inventory, risk findings and remediation guidance, with a free Developer tier. Ranked #14 of 18 in AI Security Posture Management (AI-SPM) Tools Software by our editors (7.0/10); pricing: Free plan; best for security teams starting AI-agent posture management.
At a glance
- Editor score7.0 / 10
- PricingFree plan
- Best forSecurity teams starting AI-agent posture management
- Free planYes
- AI asset discoveryYes
- Facts checked24 Sep 2026
Where it wins
- Tracks agent ownership, framework, model, risk grade and access connections
- Findings include framework citations and guided remediation
- Connects with AWS, GCP, Azure, LangChain, CrewAI and SaaS copilots
Where it doesn't
- The product focuses on AI agents rather than broader security posture needs
- Pro is listed as coming soon, with no published price
- Enterprise pricing is custom
Our verdict on TraceCtrl AI-SPM
TraceCtrl AI-SPM is a posture management product for security teams responsible for AI agents across connected cloud platforms, frameworks and SaaS copilots. It continuously discovers agents, records ownership, framework, model and risk grade, and maps their access and connections. Ongoing posture updates, cited violations, guided remediation and audit evidence export make it relevant to teams that need to track agent exposure and prepare security evidence. Its emphasis is specifically on agent estates, so organizations seeking a wider security posture tool may need a different fit.
The Developer plan is the free starting tier and lists a Python SDK, OTEL-native telemetry extraction, agent topology visualisation and community support. Pro adds unlimited agents monitored, 90-day trace history, ASIE attack graph analysis, a policy engine, compliance dashboard and team workspace; it is listed as coming soon, and no paid price is published. Enterprise includes the full TraceCtrl platform, air-gapped or on-premises deployment, a dedicated security engineer, SLA and 24/7 support, plus custom integrations, with custom pricing. The plans provide a path from an individual development-oriented tier to team and enterprise deployments, though buyers considering paid use should account for the stated pricing status.
Platform fit spans web and self-hosted deployment, with cloud and self-hosted deployment options described. Integrations include AWS, GCP, Azure, LangChain, CrewAI and SaaS copilots, supporting discovery across a mix of infrastructure and agent frameworks. SSO/SAML is listed, and enterprise support includes 24/7 coverage. Teams looking for an agent-focused inventory with ownership mapping, risk scoring and actionable findings have a clear reason to evaluate TraceCtrl; those needing a broader security posture scope or a currently priced paid plan should consider alternatives.
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TraceCtrl AI-SPM pricing
All 3 TraceCtrl AI-SPM plans and prices →
TraceCtrl AI-SPM fact sheet
| Free plan | Yes |
|---|---|
| Paid from | Not verified |
| AI asset discovery | Yes |
| Model inventory | Yes |
| Shadow AI detection | Yes |
| Monitored AI assets | Not verified |
| Policy frameworks | Not verified |
| Remediation workflows | Yes |
| Deployment model | Not verified |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SSO/SAML |
| Support | Community, Email · 24/7 |
| Built for | Enterprise (editorial estimate) |
| Integrations | 6 integrations: AWS, GCP, Azure, LangChain, CrewAI, SaaS copilots |
| Pricing | Free plan (source) |
| Website | tracectrl.ai |
| Facts checked | 24 Sep 2026 |
TraceCtrl AI-SPM integrations
TraceCtrl AI-SPM lists 6 integrations on its own site.
- AWS
- GCP
- Azure
- LangChain
- CrewAI
- SaaS copilots
Alternatives to TraceCtrl AI-SPM
- Noma AI-SPMNoma AI-SPM maps enterprise AI risk across agents, models, MCP and supply chains.8.8
- Orca AI Security Posture ManagementAI-SPM for inventory, posture checks, remediation, and runtime monitoring across cloud AI.8.6
- Netskope One AI Command CenterA Netskope-centered AI inventory and risk-control service for large enterprises.8.4
See all TraceCtrl AI-SPM alternatives →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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