MachinaOS vs Aside

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

MachinaOS compared with Aside
Detail	MachinaOS	Aside
What it does	Local-first orchestration layer that converts natural language goals into validated plans, policy checks, and real tool execution	Not given
Stage	Startup	Not given
Founded	2025	Not given
Based in	Not given	Not given
Pricing model	Not given	Freemium
Pricing	Free: $0 with single local runtime, core tool registry, session memory, demo mode. Intelligence: $49/month with multi-agent delegation, Visual Workflow Studio, Security Center, MCP protocol, 7 LLM providers, native desktop app. Enterprise: custom pricing with distributed agent mesh, security policy	Free: recording, notes, transcripts, speaker names and search on unlimited calls, plus live guidance and write-ups on 2 calls a week. Pro: $15 a month or $144 a year ($12 a month), includes live guidance and write-ups on every call, research briefs, and answers when you ask mid-call. New accounts ge
Key features	Visual Workflow Studio with drag-and-drop pipeline canvas Natural language chain generation from plain English descriptions Step-by-step debugger with real-time node animation Policy gates and human approval for destructive operations Multi-agent delegation with consensus workflows AES-256-GCM encrypted secrets vault Support for 7 LLM providers including Ollama Immutable SOC 2-style audit log with SHA-256 hash chains	Records calls without joining as a bot On-device transcription in English and 24 European languages Hidden from screen sharing on Mac and Windows Automatic summaries and follow-up emails Connect Claude or ChatGPT to read your meetings Quick notes timed to the second during calls Research briefs on who you're meeting
What makes it different	Fully local execution with no cloud infrastructure dependency required Human-in-the-loop approval system for governance and risk mitigation Native desktop application with bundled runtime and zero prerequisites Visual pipeline design without code required	Records without a bot joining the call Audio transcribed and stays on your computer Live guidance appears under your camera to maintain eye contact Note-taking is free with no meeting limits
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	26 +1 (up) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	1	3
Citation Flow (Majestic)	23	24
Referring domains (Majestic)	63	18

3 details filled in for both companies.

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