Fallom

Fallom is an innovative AI-native observability platform designed specifically for the iterative development and production-scale operation of large language models (LLMs) and AI agent applications. It addresses the challenges faced by engineering and product teams by providing complete, real-time visibility into every LLM call, turning opaque AI workflows into transparent, debuggable, and optimizable systems. With a core philosophy centered on continuous improvement, Fallom fosters a cyclical process of monitoring, debugging, and refining AI performance. It captures the complete context of each interaction—including prompts, outputs, tool calls, token usage, latency, and cost—delivered through intuitive end-to-end tracing. Whether for agile startups or regulated enterprises, Fallom's single OpenTelemetry-native SDK enables teams to instrument their applications in just minutes, fostering collaboration and providing a unified source of truth. The platform's unique value proposition lies in its ability to accelerate debugging, control and attribute costs, ensure compliance with evolving regulations, and ultimately, build more reliable, efficient AI-powered products through data-driven iteration.

Real-Time Observability

Fallom provides real-time observability for AI agents, allowing teams to track tool calls, analyze timing, and debug with confidence. This feature transforms the debugging process, making it straightforward and efficient, ensuring that every aspect of LLM interactions is monitored effectively.

Cost Attribution

The platform offers detailed cost attribution capabilities, enabling users to track spending per model, user, or team. This feature ensures full cost transparency for budgeting and chargeback, empowering teams to make informed financial decisions based on their AI usage.

Compliance Ready

Fallom is built to support regulatory requirements, offering full audit trails that encompass input/output logging, model versioning, and user consent tracking. This feature ensures that enterprises can meet evolving compliance standards like the EU AI Act, SOC 2, and GDPR, safeguarding their operations.

Session Tracking

With Fallom's session tracking capability, users can group traces by session, user, or customer, providing complete context for every interaction. This feature enhances the ability to analyze user behavior and optimize AI performance, ensuring that teams can respond effectively to their users' needs.

Debugging AI Performance

Fallom is ideal for teams looking to debug AI performance issues efficiently. By providing real-time visibility into every LLM call, teams can quickly identify bottlenecks and make necessary adjustments to improve overall performance.

Cost Management

Organizations leveraging multiple AI models can utilize Fallom to manage costs effectively. By tracking spend per model and user, teams can ensure they stay within budget while optimizing their AI resource allocation.

Regulatory Compliance

For businesses in regulated industries, Fallom is invaluable. It provides complete audit trails and compliance features, allowing organizations to demonstrate adherence to regulations and avoid potential penalties.

Performance Evaluation

Fallom facilitates the evaluation of LLM outputs, enabling teams to run assessments on accuracy, relevance, and hallucination rates. This capability ensures that AI models are continuously improved based on data-driven insights, ultimately enhancing user satisfaction.

What is Fallom?

Fallom is an AI-native observability platform that provides real-time visibility into LLM and AI agent applications, focusing on monitoring, debugging, and refining AI performance for improved outcomes.

How does Fallom ensure compliance?

Fallom ensures compliance by offering full audit trails, input/output logging, model versioning, and user consent tracking, which help organizations meet regulatory standards and safeguard user data.

Can Fallom integrate with existing systems?

Yes, Fallom features an OpenTelemetry-native SDK that allows for quick integration with existing systems and workflows, making it easy for teams to get started with observability in under five minutes.

What types of organizations can benefit from Fallom?

Organizations of all sizes, from agile startups to large regulated enterprises, can benefit from Fallom's observability features, which enhance transparency, accountability, and performance optimization in AI applications.