Evidently AI
Identity Audit
DirJournal Editorial Verdict
Evidently AI is listed on DirJournal under Machine Learning in London, England, United Kingdom.
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Editorial Verification
Full Audit Transparency Report
200 OK StatusVerified
Primary website is live, secure (HTTPS), and free of malware.
Domain AgeVerified
Real-world domain age (≥1 yr, verified via the Wayback Machine) OR pre-migration legacy ID OR ≥2 years of platform tenure. Survival across multiple search-engine update cycles is itself a trust signal.
Schema ValidationVerified
Valid Organization / ProfessionalService JSON-LD emitted on every page load — checked at render time.
Citation ClarityPending Manual Review
Verified outbound links to at least two authoritative sources (social profiles, sameAs URLs).
Operational HistoryVerified
Minimum 12-month active history in the claimed industry — derived from the business's founding year, Wayback-verified domain age, or listing tenure (any one signal passes).
Entity RegistrationPending Manual Review
Cross-referenced with official state or country business registries.
Physical FootprintData Incomplete
Verified non-virtual presence via Google Maps or official lease documentation.
Complete in DashboardActive LeadershipData Incomplete
Confirmation of key team members and executive roles.
Complete in DashboardNAP ConsistencyData Incomplete
Verified match of Name, Address, and Phone data across platforms.
Complete in DashboardProfessional LicensingPending Manual Review
Verification of required industry-specific certifications or licenses.
Sentiment AuditPending Manual Review
Manual review of third-party reputation signals (BBB, Trustpilot, etc.).
Editorial DiscretionPending Manual Review
Final human review to ensure the business provides genuine value.
This entity has not yet undergone the 12-Point Manual Editorial Audit. The 5 Verified points above are objective system checks this listing already passes; the remaining 7 are manual editorial reviews that still need a human auditor's sign-off.
About
Evidently AI
Evidently AI is an open-source ML observability platform that monitors machine learning models in production, detecting data drift, performance degradation, and prediction quality issues.
DirJournal's Perspective
Editorial analysis
Evidently AI addresses the blind spot that plagues most ML deployments: production models drift silently until business metrics crater. The platform's open-source model observability approach captures data and performance degradation before they compound into costly failures.
Reviewed by DirJournal Editorial Board
Frequently Asked
About Evidently AI
What does Evidently AI do?
Evidently AI is an open-source ML observability platform that monitors machine learning models in production, detecting data drift, performance degradation, and prediction quality issues.
Where is Evidently AI based?
Evidently AI is based in London, England, United Kingdom.
When was Evidently AI founded?
Evidently AI was founded in 2020 and has been operating for 6 years.
Technical Grounding
JSON-LDSoftwareApplication
- Location
- London, England, United Kingdom
- Founded
- 2020
- Team Size
- 1-10 employees
Digital Footprint · Technical Entity Graph
- Website
- Schema TypeSoftwareApplication
- JSON-LDActive
- NAP Vault IDNot assigned
- Social ProfilesNone linked
- Platform TenureNew listing
View Technical Schema▸
- @type
- SoftwareApplication
- areaServed
- Worldwide
- openingHours
- Open 24/7
Knows About
ML MonitoringModel ObservabilityData Drift DetectionML QualityProduction ML
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