vendor · observability
AgentOps vs Edwin AI
45 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 24 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AgentOps | Edwin AI |
|---|---|---|
| Audit trail· | “Keep a full data trail of logs, errors, and prompt injection attacks from prototype to production”www.agentops.ai · checked Aug 1, 2026 | Vendor states the agent executes across the customer environment with governance and audit logging in place “executes it across your environment with full governance and audit logging in place”www.logicmonitor.com · checked Aug 6, 2026 |
| Explainability· | “Visualize Visually track events such as LLM calls, tools, and multi-agent interactions. Time Travel Debugging Rewind and replay agent runs with point in time precision.”www.agentops.ai · checked Aug 1, 2026 | “Turn fragmented cross-domain event noise into explainable, guided action.”www.logicmonitor.com · checked Aug 6, 2026 |
| Runtime governance· | “Execute governed, closed-loop remediation across automation playbooks.”www.logicmonitor.com · checked Aug 6, 2026 | |
| Permission scopes· | no public information www.logicmonitor.com · checked Aug 6, 2026 | |
| Compliance certifications· | Parent company LogicMonitor's trust center lists SOC 2 Type II, SOC 3, ISO 27001/27017/27018, IRAP, CSA, SIG, and FedRAMP Moderate “SOC 2 Type II SOC 3 ISO 27001 ISO 27017 ISO 27018 IRAP CSA SIG FedRAMP Moderate”trust.logicmonitor.com · checked Aug 29, 2026 | |
| Regulatory alignment· | Trust center badges include CCPA, GDPR, and ICO registration “CCPA GDPR ICO Registered”trust.logicmonitor.com · checked Aug 29, 2026 | |
| SLA terms· | no public information www.agentops.ai · checked Aug 1, 2026 | |
| Service type· | “The leading developer platform for building AI agents and LLM apps. Agent observability for OpenAI, CrewAI, Autogen, and 400+ LLMs and frameworks.”www.agentops.ai · checked Aug 1, 2026 | “Edwin AI: The AIOps Agent for Fast Incident Resolution - LogicMonitor”www.logicmonitor.com · checked Aug 6, 2026 |
| Underwriting backing· |
Safety
| Field | AgentOps | Edwin AI |
|---|---|---|
| Safety policy· | no public information www.agentops.ai · checked Aug 1, 2026 | “Purpose-built security for the hybrid observability and AI era.”www.logicmonitor.com · checked Aug 6, 2026 |
| Incident reporting· | no public information www.agentops.ai · checked Aug 1, 2026 | Parent company LogicMonitor publishes a bug bounty/vulnerability disclosure program and a dedicated security contact. “please contact us at security@logicmonitor.com”trust.logicmonitor.com · checked Sep 5, 2026 |
| Data handling· | no public information www.agentops.ai · checked Aug 1, 2026 | Trust center confirms customer data is deleted on request “Deletes customer data on request”trust.logicmonitor.com · checked Aug 29, 2026 |
Practicality
| Field | AgentOps | Edwin AI |
|---|---|---|
| Availability· | no public information www.agentops.ai · checked Aug 1, 2026 | “Try it free Request Your Edwin AI Demo”www.logicmonitor.com · checked Aug 6, 2026 |
| Deployment options· | no public information www.agentops.ai · checked Aug 1, 2026 | “Full visibility across your entire hybrid estate”www.logicmonitor.com · checked Aug 6, 2026 |
Ecosystem
| Field | AgentOps | Edwin AI |
|---|---|---|
| Protocols supported· | no public information www.agentops.ai · checked Aug 1, 2026 | “MCP NEW Establish traceable, secure governance boundaries for AI tool integrations.”www.logicmonitor.com · checked Aug 6, 2026 |
| API access· | “3,000+ collector-based and API-friendly integrations”www.logicmonitor.com · checked Aug 6, 2026 | |
| Marketplace presence· | no public information www.agentops.ai · checked Aug 1, 2026 | “100% bi-directional sync with ITSM platforms like ServiceNow”www.logicmonitor.com · checked Aug 6, 2026 |
Impact
| Field | AgentOps | Edwin AI |
|---|---|---|
| User base· | “4,000+ Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 2026 | “Capital Group has 1,000+ alerts/ day. LogicMonitor will eliminate that noise.”www.logicmonitor.com · checked Aug 6, 2026 |
| Deployment scale· | “Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 2026 | “Edwin AI delivered a 313% ROI for composite organization.”www.logicmonitor.com · checked Aug 6, 2026 |
| Target sectors· | “Deploying your agents to production? We're here to help.”www.agentops.ai · checked Aug 1, 2026 | no public information www.logicmonitor.com · checked Aug 6, 2026 |
| High-risk domains· | no public information www.agentops.ai · checked Aug 1, 2026 | “Healthcare Financial Services Public Sector”www.logicmonitor.com · checked Aug 6, 2026 |
Disclosed by neither
Both AgentOps and Edwin AI publish nothing on these 24 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 24 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Pricing model
- Price point
- Integrations
- Supported regions
- Support model
- Open source
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- Evaluation coverage
- Regulatory status
- Client types
Questions
- How do AgentOps and Edwin AI compare on incident reporting?
- AgentOps: no public information disclosed. Edwin AI: Parent company LogicMonitor publishes a bug bounty/vulnerability disclosure program and a dedicated security contact..
- How do AgentOps and Edwin AI compare on data handling?
- AgentOps: no public information disclosed. Edwin AI: Trust center confirms customer data is deleted on request.