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Citrusˣ vs Obsilient

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Citrusˣ compared with Obsilient
DetailCitrusˣ logo CitrusˣObsilient logo Obsilient
What it doesValidate and monitor AI and LLM models for accuracy, robustness, and governance Reliability monitoring for autonomous agent systems
StageNot given Not given
FoundedNot given Not given
Based inIL Not given
Pricing modelNot given Paid
PricingNot given Fixed-fee pilot of about a month credited against the first year if continuing. Annual subscription after pilot in three tiers: Map, Gate, or Continuous.
Key features
  • Real-time monitoring and alerts for model mistakes
  • Comprehensive validation metrics for stability and accuracy
  • Model explainability at global and local levels
  • Detection of anomalies and model vulnerabilities
  • Bias and fairness analysis
  • Governance tools for regulatory compliance
  • Automated real-time reporting for stakeholders
  • Actionable mitigation steps and risk reduction
  • Production monitoring to prevent performance deterioration
  • Real-time prediction explanation with error and certainty metrics
  • Detects agents built but never connected
  • Identifies work that silently stops between agents
  • Catches judges that grade incorrectly
  • Prevents changes shipping past broken tests
  • Detects identity and data drift
  • Measures self-repair behavior
  • Works with any model and framework
  • Read-only connector with no system changes
  • Deployment pipeline gate with pass/fail status
  • Encrypted data transmission and on-premises options
What makes it different
  • Outperforms international explainability benchmarks like SHAP and LIME
  • Unique ability to dive into local samples in real time
  • Patent-pending proprietary methodology
  • Comprehensive solution covering development and deployment
  • 82% faster time to production
  • Finds failures that never raise an alarm
  • Built and proven on real production systems, not theory
  • Read-only connector never changes your system
  • Works with any model without depending on model vendor
  • First findings within a week of pilot start
Community votes00
DR (Domain Rating by Ahrefs)26 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)60
Citation Flow (Majestic)160
Referring domains (Majestic)770

3 details filled in for both companies.

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