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Joel Etse
Joel Etse

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AI Models Monitoring in production

In the rapidly evolving world of artificial intelligence, understanding and optimizing your AI model usage has never been more critical. Humiris is stepping up to the challenge with an innovative dashboard that provides comprehensive insights into AI model performance, costs, and environmental impact.

Cost Transparency at Your Fingertips

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The Humiris Monitoring offers granular cost tracking for AI models. Users can:

  • View spending over custom time periods and savings with MoAI
  • See detailed token usage across different AI models
  • Analyze costs by model provider (OpenAI, Anthropic, Google, and more)

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A colorful visual breakdown helps users quickly understand their AI spending, with each model provider represented by a distinct color.

Environmental Impact Tracking

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Beyond financial metrics, the dashboard introduces a groundbreaking feature: carbon emission tracking.
Users can now:

  • Monitor total carbon emissions from AI model usage and carbon savings with MoAI
  • Compare emissions across different AI models
  • Understand the environmental savings by using Humiris's model optimization

Performance Insights

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The performance dashboard categorizes models into three tiers:

Ultra-High Performance: Top-tier models like GPT-4o and Sonnet 3.5
High Performance: Powerful models such as Llama3.170b
Normal Performance: Smaller, more economical models like gemma2-7B.

Speed Optimization

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The speed dashboard provides another layer of insight, categorizing model performance:

Ultra-High Speed: Typically smaller language models (SLMs) and fast inference servers
High Speed: Larger models with rapid processing capabilities
Normal Speed: Standard models like GPT-4

Why This Matters

In an era where AI adoption is skyrocketing, tools like Humiris Monitoring are invaluable. They empower organizations to:

Make data-driven decisions about AI model selection
Optimize costs and performance
Reduce environmental impact
Gain transparent insights into AI infrastructure.

What Humiris represents isn't just a monitoring tool, it's a philosophy. As AI becomes more pervasive, understanding its nuanced implications becomes crucial.
By providing granular insights into performance, cost, and environmental impact, Humiris is helping organizations move from passive AI consumers to strategic, responsible innovators.
The era of black box AI is over. Welcome to intelligent, transparent computing.

Stay tuned for more updates from Humiris's launch week!

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