vendor · observability
Edwin AI vs KeywordsAI
49 fields both were evaluated on, 26 of them different — including where one discloses something the other does not. Every value links to the document it came from. 23 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Edwin AI | KeywordsAI |
|---|---|---|
| Own liability cover· | Trust center quick-summary confirms the vendor (LogicMonitor) has cyber insurance “Has cyber insurance”trust.logicmonitor.com · checked Aug 29, 2026 | no public information www.keywordsai.co · checked Aug 18, 2026 |
| Audit trail· | 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 | “Every LLM call, tool run, retrieval, and agent turn becomes a span in one trace”www.keywordsai.co · checked Aug 1, 2026 |
| Explainability· | “Turn fragmented cross-domain event noise into explainable, guided action.”www.logicmonitor.com · checked Aug 6, 2026 | “Any span, down to the last field Model, latency, cost, tokens, and the exact input and output sit on every span”www.keywordsai.co · checked Aug 1, 2026 |
| Runtime governance· | “Execute governed, closed-loop remediation across automation playbooks.”www.logicmonitor.com · checked Aug 6, 2026 | “Set budgets and rate limits per key, per customer, or org-wide, get warned as you near them, and block requests before spend runs away.”www.keywordsai.co · checked Aug 1, 2026 |
| Permission scopes· | no public information www.logicmonitor.com · checked Aug 6, 2026 | “Set budgets and rate limits per key, per customer, or org-wide”www.keywordsai.co · checked Aug 1, 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 | ISO 27001, SOC 2, GDPR and HIPAA (with a BAA available) are self-declared on the vendor homepage; no report, auditor, certificate date or SOC 2 Type is published on the page checked. “ISO 27001 The internationally recognized standard for information security management. SOC 2 Secure, compliant management of your data across all of our systems. GDPR Operated under GDPR, the world's strictest standard for data privacy. HIPAA HIPAA compliant, with a BAA available for healthcare teams.”www.keywordsai.co · checked Aug 1, 2026 |
| Regulatory alignment· | Trust center badges include CCPA, GDPR, and ICO registration “CCPA GDPR ICO Registered”trust.logicmonitor.com · checked Aug 29, 2026 | “Operated under GDPR, the world's strictest standard for data privacy.”www.keywordsai.co · checked Aug 1, 2026 |
| SLA terms· | no public information www.keywordsai.co · checked Aug 1, 2026 | |
| Evaluation coverage· | no public information www.logicmonitor.com · checked Aug 6, 2026 | “Score every output against the bar you set, so you know it holds up on a test set and in production”www.keywordsai.co · checked Aug 1, 2026 |
| Self-reported performance· | Customer-attributed stat: Edwin AI cut noise by 90% and ITSM incidents by 76% (Nexon); also cites 313% ROI, 3,000+ integrations, 100% bi-directional ITSM sync ““Edwin AI cut noise by 90% & ITSM incidents by 76%, enabling better customer service.””www.logicmonitor.com · checked Aug 18, 2026 | Claims platform processes 80 trillion+ tokens; also reports 99.99% uptime with fallbacks vs 96.43% single-provider “The AI observability platform behind 80 trillion+ tokens.”www.keywordsai.co · checked Aug 18, 2026 |
| Service type· | “Edwin AI: The AIOps Agent for Fast Incident Resolution - LogicMonitor”www.logicmonitor.com · checked Aug 6, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Underwriting backing· | no public information www.keywordsai.co · checked Aug 1, 2026 | |
| Client types· | no public information www.logicmonitor.com · checked Aug 6, 2026 | world-class founders, engineers, and product teams “Loved by world-class founders, engineers, and product teams.”www.keywordsai.co · checked Aug 1, 2026 |
Safety
| Field | Edwin AI | KeywordsAI |
|---|---|---|
| Safety policy· | “Purpose-built security for the hybrid observability and AI era.”www.logicmonitor.com · checked Aug 6, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Incident reporting· | 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 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Data handling· | Trust center confirms customer data is deleted on request “Deletes customer data on request”trust.logicmonitor.com · checked Aug 29, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
Practicality
| Field | Edwin AI | KeywordsAI |
|---|---|---|
| Availability· | “Try it free Request Your Edwin AI Demo”www.logicmonitor.com · checked Aug 6, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Deployment options· | “Full visibility across your entire hybrid estate”www.logicmonitor.com · checked Aug 6, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
Ecosystem
| Field | Edwin AI | KeywordsAI |
|---|---|---|
| Protocols supported· | “MCP NEW Establish traceable, secure governance boundaries for AI tool integrations.”www.logicmonitor.com · checked Aug 6, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| API access· | “3,000+ collector-based and API-friendly integrations”www.logicmonitor.com · checked Aug 6, 2026 | |
| Marketplace presence· | “100% bi-directional sync with ITSM platforms like ServiceNow”www.logicmonitor.com · checked Aug 6, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
Impact
| Field | Edwin AI | KeywordsAI |
|---|---|---|
| User base· | “Capital Group has 1,000+ alerts/ day. LogicMonitor will eliminate that noise.”www.logicmonitor.com · checked Aug 6, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Deployment scale· | “Edwin AI delivered a 313% ROI for composite organization.”www.logicmonitor.com · checked Aug 6, 2026 | 80 trillion+ tokens “The AI observability platform behind 80 trillion+ tokens.”www.keywordsai.co · checked Aug 1, 2026 |
| Target sectors· | no public information www.logicmonitor.com · checked Aug 6, 2026 | enterprise and healthcare teams “Built to meet the security and privacy standards that enterprise and healthcare teams require.”www.keywordsai.co · checked Aug 1, 2026 |
| High-risk domains· | “Healthcare Financial Services Public Sector”www.logicmonitor.com · checked Aug 6, 2026 | enterprise and healthcare teams “Built to meet the security and privacy standards that enterprise and healthcare teams require.”www.keywordsai.co · checked Aug 1, 2026 |
| Market recognition· | Forrester Total Economic Impact (TEI) study commissioned by LogicMonitor found Edwin AI delivered 313% ROI “Forrester Total Economic Impact™ study finds Edwin AI delivered a 313% ROI for composite organization.”www.logicmonitor.com · checked Aug 18, 2026 | Customer testimonial from Retell AI's CTO citing a scale-up from 5M to 500M+ monthly API calls. ““We scaled from 5M to 500M+ monthly API calls quickly. Respan gave us the debugging layer to resolve production issues 10x faster.””www.keywordsai.co · checked Aug 18, 2026 |
Disclosed by neither
Both Edwin AI and KeywordsAI publish nothing on these 23 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 23 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
- Asset custody
- Dispute process
- Regulatory status
Questions
- How do Edwin AI and KeywordsAI compare on target sectors?
- Edwin AI: no public information disclosed. KeywordsAI: enterprise and healthcare teams.
- How do Edwin AI and KeywordsAI compare on market recognition?
- Edwin AI: Forrester Total Economic Impact (TEI) study commissioned by LogicMonitor found Edwin AI delivered 313% ROI. KeywordsAI: Customer testimonial from Retell AI's CTO citing a scale-up from 5M to 500M+ monthly API calls..
- How do Edwin AI and KeywordsAI compare on incident reporting?
- Edwin AI: Parent company LogicMonitor publishes a bug bounty/vulnerability disclosure program and a dedicated security contact.. KeywordsAI: no public information disclosed.
- How do Edwin AI and KeywordsAI compare on data handling?
- Edwin AI: Trust center confirms customer data is deleted on request. KeywordsAI: no public information disclosed.
- How do Edwin AI and KeywordsAI compare on own liability cover?
- Edwin AI: Trust center quick-summary confirms the vendor (LogicMonitor) has cyber insurance. KeywordsAI: no public information disclosed.
- How do Edwin AI and KeywordsAI compare on compliance certifications?
- Edwin AI: Parent company LogicMonitor's trust center lists SOC 2 Type II, SOC 3, ISO 27001/27017/27018, IRAP, CSA, SIG, and FedRAMP Moderate. KeywordsAI: ISO 27001, SOC 2, GDPR and HIPAA (with a BAA available) are self-declared on the vendor homepage; no report, auditor, certificate date or SOC 2 Type is published on the page checked..