nexos.ai: an enterprise-grade AI model management and optimization platform

nexos.ai is an AI management platform designed for enterprises focused on helping them efficiently integrate and optimize multiple Large Language Models (LLMs). It enables enterprises to easily connect to OpenAI, Anthropic, Google and other AI models through a unified API and browser interface. The platform provides model switching, performance monitoring, and cost control features to address the complexity and high cost of AI deployments. nexos.ai was founded in late 2024 by the founders of Nord Security and other European companies, and received $8 million in funding in early 2025, and is dedicated to providing enterprises with a secure and flexible AI solution. It is suitable for organizations that need large-scale AI applications to help them rapidly deploy AI without losing control.

Function List

• AI GatewayThe AI modeling system connects multiple AI models through a single API and supports intelligent routing and automatic switching between models.
• AI Workspace: Provides a secure browser interface that allows employees to use AI tools directly while administrators monitor usage.
• Performance Monitoring: Real-time tracking of model latency, API usage, and costs, with support for setting budgets by user or service.
• auto-rewind: When the primary model fails, it automatically switches to the backup model to ensure that the system is not interrupted.
• Rights Management: Assign model access rights by user or team to secure data.
• Multi-language support: Supports multilingual document query and generation for global team collaboration.
• Model benchmarking: Support for comparing the performance of different models on the same task to help select the best model.

Using Help

Installation and use process

nexos.ai is a cloud-based platform that requires no complex installation. Users simply access the https://nexos.ai, register for a corporate account to get started. The registration process is simple, after entering company information, email and password, the system will send a verification email. After verification, users can login to the admin panel to set up teams and permissions.

1. Configure the AI Gateway

The AI Gateway is a core feature of nexos.ai for organizations that need to integrate AI into existing applications. After logging in, go to the "Gateway" module and click "Create API Key". A unique API key will be generated for integration into your application code. Below is a simple Python example for calling nexos.ai via API:

import requests
url = "https://api.nexos.ai/v1/models"
headers = {"Authorization": "Bearer YOUR_API_KEY"}
response = requests.get(url, headers=headers)
print(response.json())

In the gateway settings, you can select the model to connect to (e.g., GPT-4, Claude, etc.) and configure routing rules. For example, set up to prioritize the use of low-latency models, or switch to an alternate model if one is unavailable. The gateway supports real-time monitoring of the number of API calls, response times, and costs to ensure transparent management.

2. Utilization of the AI workspace

The AI Workspace is for non-technical teams to work directly with AI tools. Once logged in, click on the Workspace module to access the browser interface. The interface is intuitive and includes a text input box and a drop-down menu for model selection. Users can enter prompts (e.g., "Summarize this report"), select a model, and click "Run". The results are displayed at the bottom of the interface and can be exported as text or PDF.

Administrators can assign model access rights to team members in the Administration panel. For example, restrict certain employees to use only certain models, or set a daily API call limit. The workspace also supports multilingual input, which is ideal for working with multinational documents. For example, enter a prompt in Chinese and the system generates an English response, or query a multilingual knowledge base.

3. Performance monitoring and budget management

In the Monitor module, administrators can view performance data for each model, including response time, success rate, and cost. Graphs are provided to show trends in API usage to help optimize model selection. For example, if a model is found to have high latency, it can be switched to a faster model. The budget management feature allows cost caps to be set per user or service, and when exceeded the system automatically suspends the service and notifies the administrator.

4. Automatic fallback and fault tolerance

nexos.ai's Auto Fallback feature ensures that AI services are not interrupted. In Gateway Settings, enable the Auto Fallback option and specify an alternate model, for example, prioritize GPT-4 and switch to Claude if it is not available. For example, prioritize GPT-4 and switch to Claude if it is unavailable; the system detects the model status in real-time and switches within 0.1 seconds, almost unnoticeable to the user.

5. Model benchmarking

In the "Benchmarking" module, users can upload test tasks (e.g., text generation, translation, etc.), and the system will run multiple models and compare the results. The output includes metrics such as accuracy, speed and cost. For example, when testing a translation task, the system will display Claude and GPT-4 in terms of speed and quality to help users choose the most suitable model.

6. Multilingual support

For global teams, nexos.ai supports multilingual input and output. Users can enter Chinese, English or Japanese prompts in the workspace, and the system will automatically recognize and generate responses in the appropriate language. The knowledge base query function supports searching for multilingual documents within the organization to quickly generate summaries or answers.

caveat

• Ensure that API keys are secure and not disclosed to unauthorized persons.
• Regularly check monitoring data to optimize model selection and budget allocation.
• For complex workflow integrations, it is recommended to contact the nexos.ai technical support team, who provide one-on-one guidance.

application scenario

1. Customer Support
   Enterprises use nexos.ai to automatically summarize customer work orders and generate personalized responses. Support teams can query internal documents via workspaces to quickly resolve customer issues. Even if the master model fails, an automatic fallback feature ensures uninterrupted service.
2. human resources
   HR teams use nexos.ai to generate job descriptions, screen resumes or summarize policy updates. Multi-language support helps multinational organizations to handle multilingual documents and improve recruitment efficiency.
3. development team
   Development teams integrate multiple models into their applications through an AI gateway, dynamically switching models to optimize performance and cost. Real-time monitoring helps developers track API usage.

QA

1. What AI models does nexos.ai support?
   Supports more than 200 models such as OpenAI, Anthropic, Google, Meta, etc. The list can be found on the official website.
2. How to ensure data security?
   The platform provides rights management and encrypted transmission, and API keys can be used to set access restrictions by user or team to ensure that data is not accessed without authorization.
3. Is programming knowledge required?
   Non-technical users can use AI tools directly through the workspace, and developers can integrate models through APIs to meet different needs.
4. What if the model fails?
   The Auto Fallback feature switches to a standby model in the event of a primary model failure, ensuring service continuity.