Fallom

Fallom delivers real-time observability for AI agents, empowering you to track, analyze, and debug LLM operations eff...

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Published on:

January 10, 2026

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Fallom application interface and features

About Fallom

Fallom is not just another observability platform; it's the ultimate AI-native solution designed specifically for large language model (LLM) and agent workloads. With Fallom, you can track every LLM call in production with crystal-clear end-to-end tracing. Imagine having complete visibility into the prompts, outputs, tool calls, tokens, latency, and per-call costs—all in real-time. This is a game-changer for teams looking to optimize their AI operations. Whether you're a developer, data scientist, or operations guru, Fallom is tailored for you. Our platform doesn't just monitor; it empowers teams to debug quickly, attribute spending across users and models, and maintain compliance with robust auditing features. With a single OpenTelemetry-native SDK, you can get your apps instrumented in mere minutes, making it easier than ever to monitor usage live and tackle issues head-on. Ready to elevate your AI observability? Strap in, because Fallom is here to revolutionize the way you manage LLM workloads.

Features of Fallom

End-to-End Tracing

Fallom provides comprehensive end-to-end tracing that reveals every detail of your LLM calls. From prompts to outputs, tool calls to latency, you have the data you need at your fingertips. This feature is essential for debugging and optimizing workflows, giving you full visibility into what happens at every step of the process.

Cost Attribution

Get ready to manage your budget like a boss! Fallom’s cost attribution feature allows you to track spending per model, user, and team. No more guesswork—this tool provides full transparency for chargeback and budgeting, ensuring you know exactly where your dollars are going every month.

Compliance Ready

Navigating regulatory waters can be tricky, but Fallom has you covered. With full audit trails, input/output logging, model versioning, and user consent tracking, you can rest assured that your AI operations meet compliance standards like GDPR, SOC 2, and the EU AI Act. Stay ahead of the game and avoid potential pitfalls.

Real-Time Dashboard

Fallom’s real-time dashboard is your command center for all LLM activities. Monitor usage, spot anomalies before they escalate into issues, and analyze trends in real-time. With this feature, you can make data-driven decisions on the fly and keep your operations running smoothly.

Use Cases of Fallom

Debugging AI Workflows

When your AI agents hit a snag, you need answers fast. Fallom’s end-to-end tracing allows developers to quickly pinpoint where things went wrong, whether it’s a slow response time or an unexpected output. This speeds up the debugging process and enhances overall efficiency.

Budget Management

For teams managing multiple AI models, keeping tabs on spending is crucial. With Fallom, you can easily track costs associated with each model, user, and team. This visibility helps in making informed decisions about resource allocation and budget adjustments.

Regulatory Compliance

In industries where compliance is non-negotiable, Fallom shines. Its built-in audit trails and logging capabilities ensure that you can demonstrate compliance with regulatory requirements, safeguarding your organization against potential fines and legal issues.

Performance Monitoring

With Fallom, you can monitor the performance of your LLMs in real time. This is critical for teams looking to optimize their models or run A/B tests. By analyzing performance metrics, you can make data-driven adjustments that lead to improved outcomes and user experiences.

Frequently Asked Questions

What types of LLMs does Fallom support?

Fallom is designed to work with all major LLMs and AI models. Its OpenTelemetry-native SDK ensures compatibility across various providers, giving you the flexibility you need without vendor lock-in.

How quickly can I get started with Fallom?

Getting started with Fallom is a breeze. With our OpenTelemetry-native SDK, you can instrument your applications in under five minutes. Just plug it in, and you are ready to start monitoring your AI workloads live.

Is Fallom suitable for enterprise-level applications?

Absolutely! Fallom is built with enterprise-grade features, including compliance readiness, robust audit trails, and high scalability. It’s designed to support even the most complex AI deployments, making it perfect for regulated industries.

Can I test Fallom before committing?

Yes! Fallom offers a free trial, allowing you to experience its powerful features firsthand before making a commitment. This way, you can see how it fits into your workflow without any financial risk.

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