
Langfuse
LangSmith
Openlayer
AgentFox
Arclasp
Custodyn.app
Tork.network
OpenTelemetry-native tracing with runtime policy enforcement, cost attribution, and EU AI Act evidence. One SDK for LangChain, CrewAI, OpenAI Agents SDK & more.

Langfuse
LangSmith
Braintrust
AgentDbg
Helicone AI
Deepchecks Monitoring
Openlayer
FirstHelm - Steer your AI agents, don't just deploy them — a framework-agnostic AI agent control plane with live monitoring, guardrails, approvals, and EU AI Act / ISO 42001 compliance exports. 45 page guide library - https://firsthelm.dev/resources

Which is more popular?
Website, pricing, platforms and company facts side by side.
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| Website | traccia.ai | firsthelm.dev |
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| Company | Startup from India | Startup from the United Kingdom · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


Traccia is an OpenTelemetry-native observability, governance, and policy enforcement platform for production AI agents. It gives engineering teams complete visibility into every LLM call, tool invocation, decision, token, and dollar spent across frameworks like LangChain, CrewAI, OpenAI Agents...
FirstHelm is a control plane for your AI agents. It sits between your agent fleet (n8n, OpenAI, Anthropic, CrewAI, LangChain, Copilot Studio, or any custom agent — 13 platform guides, no code needed to start) and the rest of the world. Every action gets logged, checked against your rules, and —...
What each product offers, as listed by its team.


An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of FirstHelm yet.
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Traccia and FirstHelm.
Traccia's answer
Unlike observability-only tools, Traccia adds runtime governance, policy enforcement, and enterprise-ready compliance alongside tracing.
FirstHelm's answer:
Two groups. Developers and technical teams running autonomous AI agents in production (on n8n, LangChain, OpenAI and similar) who need visibility and a safety net. And the people holding them accountable: founders, compliance officers and operations leads in regulated or EU-exposed businesses who must evidence oversight under the AI Act and ISO 42001. FirstHelm is the bridge between them — one system both can point at.
Traccia's answer
Traccia combines OpenTelemetry-native AI observability with built-in governance and runtime policy enforcement in a single platform.
FirstHelm's answer:
FirstHelm is a control plane, not just a monitoring tool. Existing platforms show you what your AI agents did — FirstHelm decides what they're allowed to do. It combines live monitoring, guardrails and human-in-the-loop approvals in one place, and uniquely generates audit trails and compliance exports mapped to six frameworks (EU AI Act, ISO 42001, SOC 2, UK GDPR, NIST AI RMF, FCA) from your own live data. It's also framework-agnostic: the same control plane supervises agents built on n8n, OpenAI, Anthropic, CrewAI, LangChain, Copilot Studio, Vertex AI, Bedrock, Agentforce and more.
Traccia's answer
Traccia is vendor-neutral, OpenTelemetry-native, and lets you monitor, govern, and export AI telemetry without lock-in.
FirstHelm's answer:
Observability tools (LangSmith, Langfuse, Helicone) trace what happened after the fact. FirstHelm intervenes before the fact: expensive, risky or irreversible actions are held for a human decision, and unanswered approvals expire safely — silence is not consent. So while competitors give developers dashboards, FirstHelm gives compliance teams proof: 38 controls, readiness scores computed live, and exportable reports an auditor actually accepts. And you keep your existing stack — FirstHelm supervises it, whatever it's built on.
Traccia's answer
Traccia was built to bring the openness and interoperability of OpenTelemetry to AI systems while solving the enterprise need for trustworthy AI observability and governance.
FirstHelm's answer:
FirstHelm was built in 2026 by a solo founder watching businesses deploy AI agents faster than they could govern them. Tracing tools could tell you what an agent had already done — but nothing could stop it doing the wrong thing, or prove to a regulator that someone was steering. With the EU AI Act fully enforceable since August 2026, that gap became a legal problem, not just an engineering one. FirstHelm is the answer: the helm for a fleet that was sailing itself. Bootstrapped, UK-built, live today.
FirstHelm's answer:
Cloud SaaS built on the Base44 platform (frontend, backend, hosting, Postgres-backed data layer), with a REST API and Python SDK for agent integration. Payments and subscriptions via Stripe. Email infrastructure on IONOS. The product itself integrates with 13+ agent frameworks via HTTP endpoints — n8n, OpenAI, Anthropic, CrewAI, LangChain, AutoGen, Copilot Studio, Agentforce, Vertex AI, Bedrock, Azure AI Foundry, watsonx, or any custom agent.
Share your experience with using Traccia and FirstHelm. For example, how are they different and which one is better?
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