Omnia AI

What Omnia AI does

Omnia AI is a private, San Francisco-based company founded in 2022 that builds an observability platform for AI agents. The product, currently in private beta with waitlist access, wraps any AI agent in a single Python decorator (@observe) and traces every task end-to-end — from the stated goal, through the multi-agent execution graph and tool calls, to a scored outcome. Three integrated capabilities anchor the platform: task-scope tracing (capturing each run as a goal-bearing task rather than an LLM call log), native agent graph visualization (showing the structural topology of multi-agent runs, including agent spawning relationships and failure points), and async LLM-as-judge goal scoring (asynchronously evaluating each task against its stated goal to detect agents that complete but fail at their intended purpose).

The company's core technology is the @observe decorator pattern combined with an asynchronous LLM-based judge, which together generate structured task graphs and outcome scores. The product targets AI agent developers and engineering teams building multi-agent systems who need visibility into agent behavior, debugging workflows, and goal-validation capabilities that conventional LLM-call logging does not provide. The go-to-market motion is product-led growth with a self-serve developer distribution model — developers integrate the decorator directly into their Python code, and access is gated by a website waitlist during the private beta. Marketing is concentrated in a GitHub presence and the website waitlist, targeting a horizontal developer persona rather than enterprise verticals.

Omnia AI has not disclosed pricing, customers, headcount, funding, or management team details in the available source material. The company is operating in private beta with no public pricing tiers and no disclosed monetization. Revenue mechanics are inferred to follow a future subscription or usage-based SaaS model typical of developer observability tooling, but no revenue is currently being generated.

Name

Omnia AI

Website

https://getomnia.com

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Omnia AI is a private, San Francisco-based company that provides an agent observability platform for AI agent developers. Its @observe decorator traces multi-agent tasks end-to-end, visualizing agent graphs and asynchronously scoring outcomes against stated goals using an LLM-as-judge. Currently in private beta.

Ownership category

akta.pro rank

Product category

AI Agent Observability

NAICS

Other Computer Related Services (541519)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)

Keywords

• AI agent observability
• Multi-agent tracing
• LLM debugging tools
• Agent performance monitoring
• AI workflow tracing

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Agent Observability Platform (Future): The company is currently in private beta. Based on the product-led growth motion and developer-tooling nature of the product, the revenue model will likely follow a usage-based or subscription pattern for SaaS observability tooling.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels2 records

Core offering

Omnia AI provides an Agent Observability platform that wraps any AI agent in a single @observe() decorator and traces every task end-to-end — from goal to outcome — across every agent, tool call, and decision. The platform delivers task-scope tracing, native agent graph visualization of multi-agent runs, and async LLM-as-judge goal scoring to detect when agents finish tasks but fail at their intended purpose. It is sold as a developer-facing instrumentation tool for AI agent builders and is currently in private beta.

Product overview

Omnia AI offers a single unified product — Agent Observability — currently in private beta. The platform provides comprehensive observability for AI agents through three integrated capabilities: task-scope tracing (capturing goals, agent graphs, and scored outcomes), native agent graph visualization (showing structural topology of multi-agent runs), and goal scoring (using async LLM-as-judge to evaluate task success). The @observe() decorator is the primary user-facing interface for instrumenting agents.

Differentiator

Problem solved

Functional benefit

Products and services

• Omnia AI Agent Observability An agent observability platform that wraps any AI agent in a single @observe() decorator and traces every task end-to-end from goal to outcome across every agent, tool call, and decision. It provides task-scope tracing, native multi-agent graph visualization, and goal scoring via async LLM-as-judge to detect when agents complete but fail at their intended purpose. Targeted at AI agent developers and engineering teams building multi-agent systems. Currently in private beta with waitlist access.

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature3 records

Recent moves4 records

Expansion highlights3 records

Direct peers

• LangChain (LangSmith): LangSmith is the commercial tracing, evaluation, and observability product for LangChain-built LLM/agent applications. It is the most direct head-to-head competitor to Omnia, offering tracing and evaluation primitives for agent workflows.
• Arize AI: Arize AI provides LLM and agent observability, evaluation, and drift monitoring (including the open-source Phoenix project). It competes directly with Omnia in agent tracing and online/offline evaluation.
• Helicone: Helicone is an open-source LLM observability platform offering logging, tracing, and evaluation for AI applications. It targets the same developer persona as Omnia with similar self-serve onboarding.
• Langfuse: Langfuse is an open-source LLM/agent engineering platform with tracing, evaluation, and prompt management. Its free, OSS-first distribution makes it a direct pricing-and-feature peer to Omnia.
• Traceloop: Traceloop offers OpenLLMetry-based observability and evaluation for LLM/agent systems, targeting engineering teams building production AI. It competes on tracing depth and developer integration.
• WhyLabs: WhyLabs provides LLM and ML observability, including evaluation, drift, and quality monitoring. It overlaps with Omnia's goal-scoring and anomaly-detection capabilities for AI applications.

Broad incumbents

• Dynatrace: Dynatrace is an enterprise observability and monitoring platform with expanding AI/LLM monitoring capabilities. It is a broad incumbent competing for the same agent-monitoring budget as Omnia.
• Honeycomb: Honeycomb is an established observability platform for production software that has expanded into LLM/agent tracing. It is a broader incumbent that overlaps with Omnia in agent debugging workflows.
• New Relic: New Relic is a longstanding APM/observability vendor adding AI application monitoring features. As enterprise agent workloads land on existing observability stacks, New Relic is a plausible bundled competitor.
• Datadog: Datadog is a broad infrastructure and APM platform that has added LLM/AI observability features. As an incumbent with deep enterprise distribution, it represents a long-term competitive threat to specialist tools like Omnia.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat3 records

Key risks6 records

Key highlights5 records

Customer concentration

• GitHubgithub.com/omniaai
• LinkedInlinkedin.com/company/omnia-ai

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Omnia AI