WorkLLM
Vs
Nexos.ai
Nexos.ai is an enterprise AI platform focused on governed multi-LLM access, spend controls, and an AI gateway for centralized model usage. WorkLLM is an enterprise AI workspace built for teams — where shared context, collaboration, and AI come together to support real work, not just conversations.
This page helps you decide which one fits your organization best.
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What each product is best at
Start here if you just want the essence before the big table.
Nexos.ai
WorkLLM
The difference?
Full Comparison
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|---|---|---|
| Primary purpose | Unified AI platform to centralize model access, governance, and observability (Workspace + Gateway) | AI workspace designed around real team workflows across the organization |
| Multi-LLM support | Chat with multiple LLMs; model freedom across providers; also supports privately hosted models | 300+ AI models optimized by task type, strength, and cost |
| Context & memory | Projects keep chats/files/results together as a memory-enabled space | Persistent, shared context across conversations, tools, and team activity |
| Collaboration | Collaboration through Projects and shared workspaces | Full workspace collaboration with shared chats, comments on AI responses, and group conversations |
| AI Assistants | Use-case specific assistants + ready-to-use assistant templates | Dedicated RAG-powered AI Assistants trained on company or team knowledge (i.e. HR Assistant, Sales Assistant, etc.) |
| AI Tools | Prompt-driven usage; not positioned as one-click task “Tools” like WorkLLM | Pre-built and customizable AI Tools that generate consistent, professional outputs with built-in context (i.e. Blog Writer, Social Post Generator, etc.) |
| AI Agents | Gateway supports deploying agents via integrations with agent frameworks (e.g., LangChain) | Context-aware AI Agents that monitor events, make decisions, and take action across connected tools. (i.e. Weekly Summary report, Auto Lead follow up, etc.) |
| Integrations & app capabilities | Integrations bring docs/apps into chats/projects (e.g., Drive, SharePoint, Jira, Confluence) via MCP integration | Deep, workflow-oriented integrations designed for cross-tool execution |
| Prompt builder & library | Prompt library to organize, templatize, and version reusable prompts | Central Prompt Builder with a shared Prompt Library across teams |
| Reporting & analytics | Full visibility: track queries/outputs/interactions; monitor spend and usage trends | Detailed reports on usage, adoption, and activity by team and user |
| Tenant model | Works via web Workspace or API Gateway; emphasizes centralized control across the org | Separate tenant per organization |
| Security & controls | Admin control panel, input/output guardrails, access controls, audit-style visibility; security practices published | Enterprise-ready security with workspace isolation and governance |
| Pricing | Not listed on the website. | $20/user/month (Basic) and $30/user/month (Pro); 10% discount on annual plans |
Disclaimer: Information about Nexos.ai is based on publicly available documentation and product information as of January 2026. Features, pricing, and capabilities may change over time.
When To Choose Which
Choose Nexos.ai if...
Choose WorkLLM if...
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Coriss Ambady
Financial Analyst Financial Analyst ABC.com
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Laura Widerski
Sales Specialist Financial Analyst ABC.com
See how WorkLLM compares in practice
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