
Langfuse
LangSmith
Braintrust
Traccia
AgentDbg
Helicone AI
Deepchecks Monitoring
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

Oxylabs
Decodo
IPRoyal
NetNut.io
Zyte
SOAX
Scraper API
World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.
Which is more popular?
Based on our record, Bright Data seems to be more popular. It has been mentioned 45 times since March 2021.
Website, pricing, platforms and company facts side by side.
|
|
|
|
|---|---|---|
| Website | firsthelm.dev | brightdata.com |
| Pricing | ||
| Platforms | — | |
| Company | Startup from the United Kingdom · 1 - 9 employees · 2026 | 2021 |
| Listed in |
In their own words, as submitted to SaaSHub.


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 —...
No description of Bright Data yet.
What each product offers, as listed by its team.


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


No analysis of FirstHelm yet.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
No FirstHelm videos yet. You could help us improve this page by suggesting one.
Rotating Residential Network | Proxy Network Types | Bright Data (Formerly Luminati Networks)
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing FirstHelm and Bright Data.
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.
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.
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.
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 FirstHelm and Bright Data. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


We have no reviews of FirstHelm yet. Be the first one to post
It depends on the job. For turning known URLs into clean Markdown, a scraping API such as Spicrawl, Firecrawl or Jina Reader is the simplest. For crawling whole sites, Firecrawl, Crawl4AI, Context.dev and Apify follow...
And if there’s one thing that defines Bright Data in an industry where all gaps are closing, it’s the platform. We’ve criticized it for complexity and opaqueness; but after all these years, we have to admit that...
We used their DC proxies and Residential proxies. Resi proxies were having quite low success rate. We had to use resi solution from other proxy providers. Unblocker didn't work well either also it was way too expensive.
Recommendations tracked on public social media and blogs since March 2021.


Tracking FirstHelm since Sep 2026.
Happy to offer a counter of some great products for anti-bot defeat: https://brightdata.com/ https://www.zenrows.com/ https://www.capsolver.com/ https://scrapfly.io/ hundreds of millions of residential ips, human browser fingerprints,... - Source: Hacker News / 3 months ago
The best web scraping tools 2026 leaderboard hasn't changed; the gap has narrowed. Bright Data remains the safest bet for any team that wants to spend time on the data, not on the scraping. The 660-scraper library, 400M-IP network,... - Source: dev.to / 5 months ago
Infrastructure Pass-Through (OpEx) Data extraction at scale is infrastructure-heavy. Bypassing modern Web Application Firewalls (WAFs) requires high-quality residential proxies, CAPTCHA solvers, and substantial browser-automation compute... - Source: dev.to / 6 months ago
When comparing FirstHelm and Bright Data, you can also consider the following products.

Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.
Compare Langfuse to FirstHelm or Bright Data:

A web intelligence collection platform and premium proxy provider, enabling companies of all sizes to utilize the power of big data.
Compare Oxylabs to FirstHelm or Bright Data:

Build and deploy LLM applications with confidence
Compare LangSmith to FirstHelm or Bright Data:

Decodo is perhaps the most user-friendly way to access local data anywhere. It has global coverage with 195 locations, offers more than 55M residential proxies worldwide and a great deal of scraping solutions.
Compare Decodo to FirstHelm or Bright Data:

Braintrust connects companies with top technical talent to complete strategic projects and drive innovation. Our AI Recruiter can 100x your recruiting power.
Compare Braintrust to FirstHelm or Bright Data:

At IPRoyal, we offer premium proxy servers, including residential, datacenter, ISP, and mobile proxies.
Compare IPRoyal to FirstHelm or Bright Data: