All comparisons › Workplace vs Mammouth AI
Workplace : use AI with control.Workplace vs Mammouth AI
Mammouth AI replaces your AI tools with its own chat; Workplace lets you keep any agent and controls what it can touch.
Try it freeThe simple picture
Your AI agents
Claude · GPT · Grok · Le Chat · Gemini CLI
You, the boss
My data, at home
Google Workspace · Microsoft 365 · Alix Storage
Comparison
| Workplace | Mammouth AI | |
|---|---|---|
| Target | SMEs and teams (per seat) | SME |
| Approach | Gateway between your agents and your suite: keep your agent, Workplace controls what it can touch. | One subscription to many AI models (GPT, Claude, Gemini, Mistral, Grok, image and video models) with one-click reprompting across models. |
| Agents supported | Any: Claude, GPT, Grok, Le Chat, Gemini CLI... (MCP) | GPT, Claude, Gemini, Mistral, Grok, DeepSeek, Perplexity... inside Mammouth |
| Where data lives | With you: Google Workspace, Microsoft 365 or Alix Storage | In Mammouth; providers retain no prompts; history deletable |
| Per-tool control | Yes: per-seat matrix allow / hold for approval / block; new tools blocked by default | Not stated publicly |
| Approval queue | Yes: sensitive actions wait for you | Not stated publicly |
| Lock-in / switching | None: your agents change, your workspace stays (data, memory, permissions) | Many models, one interface |
| Integrations | Google Workspace, Microsoft 365, Alix Storage, MCP server per seat (OAuth 2.1) | Not stated publicly |
| Certifications | No certification claimed | GDPR compliance stated |
| Hosting | Europe (Switzerland/EU), Alix Sàrl (Swiss) | Not stated publicly |
| Pricing model | Per seat | From €10/month |
Facts about Mammouth AI taken only from its official website: https://mammouth.ai/ (2026-10-22). "Not stated publicly" = not published on their website.
Who should choose which
Choose Mammouth AI if you value:
- very low price for access to many top models
- compare answers across models in one click
- GDPR focus, no model training
Choose Workplace if:
- you want to keep your current agent (Claude, GPT, Grok, Le Chat...) and swap it without losing anything
- your data must stay in Google Workspace, Microsoft 365 or with you
- you want tool-by-tool decisions: let it through / block it, with a full log
- you want hosting in Europe (Switzerland/EU) and per-seat pricing
Frequently asked questions
What is the best Mammouth AI alternative?
If you want to keep your own AI agent instead of adopting a new tool, Workplace is a Mammouth AI alternative: it sits between your agent and your suite (Google Workspace, Microsoft 365) and you decide, tool by tool, what passes and what is blocked.
Mammouth AI vs Workplace: what is the difference?
Mammouth AI replaces your AI tools with its own chat; Workplace lets you keep any agent and controls what it can touch. Your data stays with you.
How do I control what ChatGPT can access in Google Workspace?
Connect ChatGPT (or any agent) to Workplace instead of directly to Google. Each tool gets a rule: allow, hold for approval, or block. New tools are blocked by default and overly broad OAuth rights are flagged.
Can I keep my current AI agent with Workplace?
Yes. Workplace is agent-agnostic: Claude, GPT, Grok, Le Chat, Gemini CLI or any MCP client. Swap agents without losing data, memory or permissions.
Where is my data stored with Workplace?
In your suite (Google Workspace, Microsoft 365) or Alix Storage. Workplace is hosted in Europe (Switzerland/EU) by Alix Sàrl, a Swiss company.
Is Mammouth AI a good choice?
Yes, for some needs. According to its website, Mammouth AI stands out for: very low price for access to many top models, compare answers across models in one click, GDPR focus, no model training.
Is Workplace SOC 2 certified?
No, Workplace does not claim any certification today. It offers a full log with CSV export, a secrets vault and European hosting.
How much does Workplace cost?
Workplace is priced per seat (one seat per agent or person), with per-seat quotas and budgets.