Outline 

1. Introduction
2. What is an AI agent?
3. Why are AI agents revolutionizing businesses?
4. Building and deploying AI agents with Craft AI
5. Challenges that companies may face
6. Craft AI at the heart of the future of AI agents

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Introduction

In 2025, artificial intelligence (AI) is undergoing a major revolution: the rise of AI agents. More than just a technological advancement, this transformation is redefining the fundamentals of software development. It offers companies unprecedented opportunities, particularly for delivering innovative products and services, improving employee productivity, automating a wide range of tasks, and reinventing their operational models.

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What is an AI agent?

An AI agent is much more than just a language model. It is an intelligent application capable of combining three essential elements:

• An advanced language model, such as those fromOpenAI, from Mistral or from DeepSeek, which allows the agent to understand natural language and reason.
• Specialized tools, such as search engines, calculators, or data visualization solutions, which enhance its analytical and operational capabilities.
• Reliable data sources, which it can query and leverage in real time to provide accurate and contextualized answers.

The purpose of integrated tools is to amplify the capabilities of models by giving them access to external information or by performing tasks they cannot handle on their own. For example, an AI agent can cross-reference internal financial data with economic statistics from public databases to develop a strategic recommendation. Where traditional software follows predetermined instructions, the AI agent reasons in real time. It analyzes needs, selects the most appropriate tools, and executes tasks autonomously.

Take an example: an e-commerce company could deploy an AI agent to automatically manage customer support. It would use a language model to answer common questions, consult a product database in real time, and calculate delivery times, while redirecting complex cases to a human when necessary. This approach is a game-changer: AI agents do not just follow a fixed program. They adapt, evolve, make intelligent decisions, and, above all, reason.

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Why are AI agents revolutionizing businesses?

The applications for AI agents are vast and span every sector. They can automate tasks such as:

• Complex information retrieval: For example, finding specific regulations in a legal database.
• Data analysis for strategic decisions: Evaluating the profitability of a marketing campaign by cross-referencing multiple sources.
• Rapid execution of repetitive tasks: Creating weekly financial reports or scheduling resources based on demand.

According to a recent study published by McKinsey, companies that adopt AI to automate their processes could increase their productivity by 20 to 30% by 2030. In France, companies like Decathlon are already experimenting with AI agents to optimize their supply chains, demonstrating a direct impact on profitability and customer satisfaction.

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Building and deploying AI agents with Craft AI

To take advantage of this technological revolution, it is essential to rely on a specialized platform. Craft AI offers a complete and flexible solution for creating, customizing, and managing AI agents tailored to your needs. Here is how Craft AI stands out:

1. Total customization of AI agents

Craft AI allows you to assemble the most suitable language model from available technologies, integrating tools and data sources specific to your business. For example, a company in the banking sector can develop an AI agent capable of providing personalized financial investment recommendations based on client profiles and market data. This modular architecture ensures a perfect fit between your business needs and your agents' capabilities.

2. Updates and adoption of the latest advancements

Every week, new, more powerful models are released. With Craft AI, it is easy to update your AI agents to incorporate these advancements, ensuring optimal performance with minimal technical debt.

3. Large-scale deployment

Some companies are already planning to deploy hundreds of AI agents by 2025. Craft AI is designed to meet these ambitions through a robust infrastructure and centralized agent management. You can manage all your applications, monitor their performance, and adjust costs to maximize the ROI of your AI strategy.

4. Reliability, security, and compliance

Craft AI guarantees the confidentiality and security of your sensitive data through advanced options such as installing open-source models on dedicated infrastructure. This allows you to keep all your critical data within your company while remaining compliant with strict regulations like GDPR in Europe.

5. Simplicity and flexibility of deployment

In just a few clicks, your AI agents can be deployed on the cloud of your choice and connected to your existing user interfaces. Whether you want a quick deployment for a pilot project or deep integration into your systems, Craft AI simplifies every step of the process.

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Challenges that companies may face

Like any technological advancement, AI agents are not without their challenges. The main issues include:

• Performance: Response times must be near-instant to provide a seamless experience.
• Reliability: The agent must be able to choose the right tool at the right time and provide the correct answer even in complex scenarios.
• Cost: Intensive use of language models and a lack of visibility into billing can lead to significant expenses.
• Scale: Deploying agents for thousands of users can sometimes become prohibitive with API models where you pay per request.
• Security: Controlling who my company data is shared with.

Craft AI addresses these challenges with advanced features, such as real-time monitoring and industrialization tools. For example, the platform includes dashboards that allow you to track the effectiveness of AI agents, identify areas for improvement, and optimize their use at scale.

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Craft AI at the heart of AI agents

In France, where automation has become a strategic priority, solutions like Craft AI play a central role in the digital transformation of businesses. Through an approach that combines innovation, security, and cost control, Craft AI enables organizations to deploy AI agents capable of revolutionizing their operations and improving their competitiveness.

In practical terms, how does Craft AI automate processes?

Craft AI offers companies the ability to automate complex tasks through AI agents capable of:

• Generating precise, instant responses to frequent or complex inquiries by leveraging internal and external data.
• Executing operational processes autonomously, such as claims management for an insurer, where the AI agent analyzes submitted documents, verifies eligibility criteria, and automatically triggers payment or requests for additional information.
• Providing personalized recommendations in real time, for example in retail, where the AI agent can suggest products based on customer behavior and preferences, thereby improving the user experience.

A specific example: automation in the insurance sector

Imagine a major insurance player looking to reduce claim processing times. By deploying an AI agent built with Craft AI, the company can automate request analysis by combining:

• A language model to understand claim descriptions.
• Verification tools to cross-reference submitted information with internal and external databases.
• Automated workflows to approve or deny a request in real time.
  This process, once manual and time-consuming, can be reduced from several days to just a few hours, improving customer satisfaction and reducing costs.

Innovating within a framework of trust

Craft AI is a platform for creating AI agents within a framework of trust. The platform places security, sovereignty, and technological independence at the heart of its approach. It offers advanced options for hosting models on dedicated infrastructure, ensuring that critical data remains internal and compliant with regulations such as the GDPR or the AI Act. Craft AI also offers a very wide range of hosting options, notably with sovereign clouds such as S3NS or Scaleway.

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Sources:

McKinsey study on business automation

Decathlon and logistics automation

Official Craft AI website