InícioArticlesAI Agents show that artificial intelligence is already an operational reality

AI Agents show that artificial intelligence is already an operational reality

Artificial intelligence (AI) has moved from being a futuristic promise to becoming an operational reality, with AI Agents – intelligent systems that integrate data, understand context, and make real-time decisions, transforming digital businesses. Far from the exaggerated narratives of stages and posts, these agents are becoming the backbone of companies seeking speed, personalization, and efficiency. From onboarding employees to sales prospecting, AI Agents not only automate tasks but redefine workflows, connect teams, and create more relevant experiences. However, their adoption requires strategy, investments, and a critical vision to overcome technical and cultural barriers.

In practice, AI Agents impact critical areas with measurable results. In onboarding, for example, retailer Magazine Luiza uses agents to guide new employees with personalized training, answering questions in real time and reducing integration time. In customer service, companies like Nubank employ AI-based chatbots that maintain interaction context, offering fluid responses. In content curation, platforms like Netflix, which has 94 million monthly active users on its ad-supported paid plans worldwide, with audiences averaging 41 hours of content per month, are assisted by agents to analyze user preferences, cross-referencing behavioral data and delivering recommendations that increase engagement.

The automation of interdepartmental workflows is another differentiator. In companies where sales, marketing, and product need to collaborate, AI Agents integrate platforms like CRMs and ERPs, eliminating data silos. One example is Salesforce, whose Einstein platform automates lead transfers between teams, reducing communication errors. For the end customer, personalization is the biggest impact:.

Despite the benefits, adopting AI Agents faces significant challenges. Implementation requires investments in infrastructure and training: According to IDC, 38% of companies indicated that ‘productizing’ and scaling AI use within the organization is a challenge, and spending related to AI and generative AI projects, considering infrastructure (whether on-Premises or cloud), software, and services, will exceed $2.4 billion in 2025, representing a 30% increase from 2024.

Ethical issues are also critical: poorly calibrated algorithms can perpetuate biases, such as in prospecting systems that prioritize specific demographic profiles, excluding others. Additionally, cultural resistance is an obstacle, according to a LinkedIn survey in partnership with Microsoft, in 2024, 45% of professionals fear AI will replace their jobs.

The key to success lies in strategic integration. Companies must combine AI Agents with human oversight, using them to free teams from repetitive tasks and focus on creativity and strategy. Moreover, it is essential to invest in AI governance, with clear policies to mitigate biases and ensure transparency. Continuous training is also crucial: programs like Shopify’s encourage employees to experiment with and adapt agents, fostering a culture of innovation.

AI Agents are not just tools; they are the new backbone of digital businesses, redefining efficiency, personalization, and innovation. From retailers like Magazine Luiza to giants like Netflix, companies that integrate these systems gain a competitive edge by transforming data into agile decisions and relevant experiences. However, success requires overcoming financial, ethical, and cultural barriers, with investments in infrastructure, governance, and training. In 2025, AI is no longer a promise of the future but a reality that separates leaders from followers. The challenge is clear: embrace AI Agents as strategic partners, balancing automation with human creativity, or risk being stuck with obsolete processes. The future of digital business has already begun, and it is intelligent, adaptable, and inevitable.

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