Fallom

Fallom gives you real-time insights into your LLMs and agents, making tracking, debugging, and cost management a breeze.

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Published on:

January 10, 2026

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Fallom application interface and features

About Fallom

Fallom is the ultimate AI-native observability platform that's all about keeping tabs on your LLM and agent workloads like a hawk. Imagine being able to see every single LLM call in production with end-to-end tracing. We’re talking prompts, outputs, tool calls, tokens, latency, and even per-call cost all laid out for you. It's designed for teams that need a clear view of their AI operations without the hassle. Whether you're a developer, product manager, or data scientist, Fallom has your back. The platform serves up session, user, and customer-level context, making it super easy to debug issues faster, monitor usage live, and attribute spending across models, users, and teams. Plus, with a single OpenTelemetry-native SDK, you can get your apps instrumented in just a snap. Compliance? No problem. Fallom comes with enterprise-ready audit trails, logging, model versioning, and consent tracking to ensure you meet all your regulatory needs. It's all about empowering your team to optimize performance, control costs, and enhance the reliability of your AI-powered applications.

Features of Fallom

Real-time Observability

With Fallom, you can track every LLM call and analyze tool interactions in real-time. This feature gives you the power to debug with confidence and spot issues before they spiral out of control. You're not just seeing the data; you're owning it, making informed decisions on the fly.

Cost Attribution

Keep your budgeting game strong with Fallom’s cost attribution feature. You can track spend per model, user, and team, ensuring that you have full transparency on where every dollar is going. No more guesswork; just clear insights into your costs and usage patterns.

Enterprise-Grade Compliance

Fallom is built for the big leagues, offering complete audit trails for compliance with regulations like the EU AI Act, SOC 2, and GDPR. With features like input/output logging and user consent tracking, you can rest easy knowing that your operations are secure and compliant.

Session Tracking and Analytics

Group traces by session, user, or customer for a comprehensive overview of your AI interactions. This feature lets you dive deep into usage patterns, analyze power users, and understand per-customer costs at a glance, enabling you to optimize your strategies effectively.

Use Cases of Fallom

Debugging Multi-Step Agents

When your AI agents are performing multi-step tasks, latency can become a real headache. Fallom's timing waterfall feature helps you debug these workflows by breaking down each step, so you can pinpoint where delays are happening and fix them fast.

Compliance and Audit Trails

For industries that require strict regulatory compliance, Fallom is a lifesaver. With complete audit trails, you can track every interaction, ensuring that you are meeting all necessary compliance standards and keeping your operations secure.

Cost Management in AI Workloads

Managing costs in AI can be tricky, but with Fallom, you can track spend across different models and users. This is perfect for businesses looking to optimize their budgets and ensure they are getting the most bang for their buck.

Performance Monitoring and Optimization

With real-time dashboards, you can monitor your LLM usage live. This allows you to spot anomalies and performance issues before they escalate, giving you the ability to optimize your AI deployments continuously.

Frequently Asked Questions

How quickly can I get started with Fallom?

You can set up Fallom in under 5 minutes using our OpenTelemetry-native SDK. It's designed for quick and easy integration, so you can start tracing your LLM calls right away.

Is Fallom suitable for large enterprises?

Absolutely! Fallom is built with enterprise-grade features that cater to the needs of large organizations, including compliance tools, session tracking, and cost attribution.

What kind of compliance does Fallom support?

Fallom is designed to help you meet various regulatory requirements like the EU AI Act, SOC 2, and GDPR. With audit trails and consent tracking, you can ensure your operations remain compliant.

Can I track the performance of different AI models?

Yes! Fallom allows you to monitor and compare the performance of different models in real-time, giving you insights that can help you make data-driven decisions about which models to deploy.

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