AI-Flow.eu vs Beacon

AI-Flow.eu and Beacon are both inference engines & infra tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

AI-Flow.eu

The platform connects to SharePoint and company documents, runs retrieval-augmented generation with citations, and lets teams deploy multiple AI assistants across departments without standing up infrastructure. Agents can be chained so that what one step returns routes the next — internal Q&A, document summarisation, and workflow triggers all run on the same canvas. The compliance and audit features are the differentiator for regulated industries: answers trace back to source documents, which matters when legal or finance needs to verify what the assistant said. The ceiling appears when workflows demand branching logic that the visual builder cannot express, at which point teams add custom scripting and are suddenly maintaining two layers. No self-hosted option outside enterprise conversations means your data leaves your building on their terms unless you negotiate otherwise.

Beacon

Beacon is an open-source endpoint telemetry layer that runs locally alongside AI agents, capturing prompts, tool calls, file modifications, and approval workflows before any of that activity disappears into the void. It normalizes that telemetry and forwards it to SIEM platforms like Wazuh, Elastic, or Splunk, so security teams can apply the same detection logic they already run against the rest of the fleet. The architecture is self-hosted by design — no data leaves the endpoint unless you route it there yourself. The project is early-stage; the plugin ecosystem covers the major local agent harnesses but gaps exist for less common runtimes. Teams with agents not yet on the supported list write custom collector plugins — which means more surface area to maintain.

Attribute	AI-Flow.eu	Beacon
Pricing	Paid	Free
Price	€19/month	—
Free trial	30 days	No
Open source	No	Yes
Has API	Yes	No
Self-hosted option	No	Yes
Platforms	Web	Linux, macOS, Windows
Pros	Source-cited RAG answers tied directly to SharePoint and uploaded documents, which means users can verify every response and compliance teams have an audit trail instead of having to trust the model's memory. Multi-agent workflow support so a retrieval step, a summarisation step, and a routing step can be chained together — teams avoid stitching these together with separate tools and separate API keys. European hosting and GDPR-oriented positioning, so data residency requirements that would block a US-hosted alternative do not block this one. Multiple independent AI assistants per account scoped to different teams or knowledge bases, which means the HR assistant and the legal assistant never contaminate each other's retrieval context. Audit and compliance features built into the product, so regulated teams get answer traceability without bolting on a separate logging layer after deployment.	Runs entirely on the local endpoint with no external data forwarding required, so organizations in regulated industries can capture AI agent telemetry without breaching data residency requirements. Normalizes agent activity into structured telemetry compatible with Wazuh, Elastic, and Splunk, so security teams can write detection rules against AI agent behavior using the same tooling they already maintain for the rest of the infrastructure. Captures the full activity chain — prompts, tool calls, file edits, approval workflows — which means audit trails hold up when a compliance team asks exactly what an agent touched and when, rather than reconstructing context after the fact. MIT-licensed and free with no paid tier, so there is no licensing negotiation before a regulated-industry proof of concept, and the full source is auditable by the security team before deployment. Structured for MDM-managed deployments, so enterprise IT teams can push Beacon alongside agent runtimes through existing device management pipelines rather than requiring manual per-machine setup.
Cons	Visual agent builder hits its limit when workflows need more than two or three conditional branches based on what a previous step returned — teams building complex decision trees end up adding a scripting layer, which means they are now debugging two systems instead of one. No self-hosted deployment option is available without an enterprise negotiation and no public container or download path exists, so teams in industries where data cannot leave on-premises infrastructure cannot use the standard product at all and must open a sales conversation before writing a single workflow. The tool is a closed, paid-only SaaS with no open-source core, which means teams that hit a capability ceiling cannot fork or extend the platform — they switch to an open-source RAG framework like Dify or LlamaIndex-based stacks and rebuild.	Plugin coverage is scoped to the major local agent harnesses the project explicitly supports; agents running on runtimes outside that list produce no telemetry until a custom collector plugin is written and maintained — which delays security coverage for any team adopting a newer or less common agent framework. There is no hosted dashboard or managed backend, which means the security team owns the full stack: endpoint deployment, SIEM routing, schema mapping, and alert logic. Teams without an operational SIEM who want a turnkey monitoring UI will abandon Beacon for a hosted observability product before the first sprint ends. The project carries a small contributor base at the time of publication; teams depending on active maintenance for fast-moving agent runtimes accept the risk that plugin support lags runtime updates, requiring internal engineering to bridge the gap or switch to a vendor with a dedicated support contract.

Bottom line

AI-Flow.eu is paid while Beacon is free; Beacon is open source; only AI-Flow.eu exposes a public API. Choose based on which difference matters most for your workflow.

Frequently asked questions

What is the difference between AI-Flow.eu and Beacon?

AI-Flow.eu is Paid, while Beacon is Free and open source. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is AI-Flow.eu better than Beacon?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.