Alpha Office isn't a single assistant in a thread, and it isn't a headless agent framework you have to wire up. It's a visible 3D office where a team of AI agents researches, writes and uses real tools — and you watch every step. Here's how that compares.
| Alpha Office | Chat AI assistants | Agent frameworks / APIs | |
|---|---|---|---|
| Where the work happens | A 3D office you watch | A chat thread | Headless / background |
| See every step | Live glass-box stream | Final answer only | Logs, if any |
| How many agents | A whole team, in parallel | One assistant | DIY orchestration |
| Setup | ~2 min, guided | Instant | Engineering project |
| AI cost model | Your key, at cost (BYOK) | Bundled subscription | Your key (raw API) |
| Environments | Office, city, forest, villa | — | — |
| Built-in tools | Web, files, MCP, docs | Varies | You build them |
| Self-host | ✓ | Usually no | ✓ |
| Interface | Visual + chat | Chat only | Code |
A running activity stream shows what each agent is doing, which tool it called and what it found. No black box — you can interrupt and redirect at any time.
A coordinator drafts the plan and a team of agents carries it out in parallel — research, writing, tool calls and hand-offs — like a real department.
Bring your own AI key. The subscription pays for the platform; model usage is billed to you at provider cost, with no markup. Run it self-hosted and your data stays on your infrastructure.
A self-hosted 3D workspace where you hire a team of AI agents and watch them research, write, use tools and collaborate in real time. Instead of one chat thread, you see the work happen in a visible glass-box office — and you bring your own AI key, so model usage is billed to you at cost.
A chat assistant gives you one thread and a final answer. Alpha Office gives you a team of agents working in parallel inside a 3D office, with a live stream of every plan, tool call and hand-off — so the work is visible and steerable, not a black box.
Headless frameworks and APIs are powerful but need engineering to orchestrate and run, and the work happens out of sight. Alpha Office packages multi-agent orchestration, real tools (web, files, MCP) and a visible interface into a product you set up in about two minutes.
Yes — Alpha Office is bring-your-own-key. Your subscription pays for the platform; the AI runs on your own key (Anthropic, Grok or Gemini) and usage is billed to you at provider cost, with no markup.
Yes. The backend is a self-hostable service and the office runs in the Unity client or the browser, so your workspace, files and configuration stay on your own infrastructure.
Set up an office and a team in about two minutes — no API key needed to start.
Begin setup