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Census

A single platform for delivering enterprise-level observability at scale.

Census Homepage

What is Census?

Census offers end-to-end AI observability that delivers automated monitoring and proactive troubleshooting to build reliable models throughout the ML lifecycle. Improve RAG efficiency, identify subpar UX due to model inconsistencies, enhance LLM prompt utilization, and monitor real-time structured and unstructured data for changes.

Census allows continuous monitoring of AI/ML models for different data metrics along with performance issues. It helps identify performance drifts, send alerts about data inconsistencies, and take measures to mend model flaws. This proactive detection works seamlessly to resolve issues before they affect model performance, which ensures better reliability.

Census also provides detailed explanations of model decisions to stakeholders, making it easier to understand and trust AI-driven decisions. With automated monitoring and customizable alerts, it increases RIO and optimizes operational expenses. The platform supports compliance and ensures responsible AI practices for businesses of all sizes.

Use Cases

  • Data Scientists: Monitor and identify performance drifts in AI models.
  • Business Analysts: Generate and analyze detailed performance reports.
  • IT Operations: Resolve technical issues and monitor data anomalies.
  • Compliance Officers: Ensure adherence to regulatory standards.
  • Decision-Makers: Gain insights into model decisions and explainability.

Key Features

  • Automated Post-Production Workflow: Collect metrics and metadata logs automatically post model workflow.
  • Model Monitoring: Monitor AI/ML models in real-time for issues and inconsistencies.
  • Explainability: Provide detailed explainability of models' decisions to stakeholders.
  • Customizable Alerts: Handle alerts for significant model performance drifts or anomalies.
  • Performance & Business Metrics: Add and measure metrics according to business requirements.
  • Dashboards and Reports: Build, analyze, and share reports across hierarchies.
  • Project Hierarchy: Define and organize model use cases.
  • Integrations: Seamless integration through Java & Python SDKs or REST API.

Pros

Automated Monitoring: Automated model monitoring saves time on manual checks.

Real-Time Alerts: Real-time alerts help in quick resolution of issues.

Transparency: Explains model decisions, ensuring transparency.

Scalability: Offers customizable scalability for growing teams.

Multiple Integrations: Supports multiple integration methods.

Increase RIO: Increases RIO through optimized performance.

Compliance: Helps meet regulatory compliance requirements.

Reliability: Enhances model reliability and trustworthiness.

Cons

Setup: Initial setup can require technical expertise.

Complexity: Advanced features might be complex for beginners.

Pricing

  • Starter - Free 14-day trial, up to 5 models, up to 500K predictions/model/month, email and chat support, 3 months data retention.
  • Pro - For those who want more, up to 10 models, 5M predictions/model/month, email and chat support, 12 months data retention.
  • Enterprise - For teams that want to manage models and work with developers, unlimited models, 10M predictions/model/month, customizable data retention, Custom SLA and dedicated customer success manager.

Supported Languages

English

Contact

  • Email: hello@censius.ai
  • Address:
  • Phone Number:

FAQ

How can I use Census?

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Using Census is straightforward. Step 1: Sign up for an account on the Census website. Step 2: Integrate Census through Java & Python SDKs or REST API. Step 3: Configure your models and set the desired metrics for monitoring. Step 4: Set up and customize alerts based on your specific requirements. Step 5: View and analyze data through the Census dashboard, set up reports and ensure continuous monitoring for drifts and anomalies.

What models can Census monitor?

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How does Census enhance AI model explainability?

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Can Census be used on-prem?

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What customization options does Census offer?

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How does Census handle data retention?

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What support options are available with Census?

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Are there any free trial options for Census?

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How secure is my data with Census?

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Can I set up a demo for Census?

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What happens if I hit my usage limit?

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Who are the typical users of Census?

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