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May 08.2025
4 Minutes Read

The Era of AI Experimentation is Over: Embracing Operationalization

The era of AI experimentation depicted in contrasting labs.

The Shift from Experimentation to Operationalization in AI

In today’s fast-evolving technological ecosystem, the landscape of artificial intelligence (AI) has shifted significantly. Once viewed primarily as a realm of experimentation and pilot projects, businesses are recognizing the necessity of integrating AI into their core operations. This shift is highlighted by IBM's VP of product for AI platform, Arman Ruiz, who declared, "The era of AI experimentation is over; it's time to operationalize AI agents in the enterprise." The urgency of this transition is underscored by the rapid evolution of AI capabilities and their applications across various sectors.

In 'The Era of AI Experimentation is Over', the discussion dives into the urgent need for businesses to move from experimental use of AI to fully integrating it into their core functions.

Understanding AI's Importance in Today's Enterprise

AI is no longer an optional add-on; it has become a critical driver of efficiency and competitiveness. IBM's recent initiatives illustrate this trend vividly. By developing comprehensive AI solutions—ranging from human resources to sales and procurement—the company advocates for a strategic shift away from experimental applications to fully functional, enterprise-grade solutions. Through AI deployments, IBM has adopted technology that streamlines its operations, reducing the workload on human employees while reallocating resources to more demanding roles that require human ingenuity. This emphasizes a transformative perspective: AI should enhance productivity, not just cut costs.

Reshaping Workforces and Roles

The core argument behind this shift is not merely about replacing jobs but rather redefining them. While concerns about job displacement due to AI are valid, they overlook the potential of AI to create new opportunities for skill development and innovation. For instance, Arvin Krishna, IBM’s CEO, noted that utilizing AI agents has increased their overall workforce rather than diminishing it. This reflects a growing acknowledgment that using AI can lead to a more capable and agile workforce, where human employees focus on critical thinking and complex problem-solving, areas where AI lacks.

Evidence of a Changing Mindset

According to KPMG’s recent AI Pulse Survey, over 75% of organizations are currently piloting or deploying AI agents. This remarkable statistic reveals a monumental shift in businesses' attitudes towards AI, illustrating that they are increasingly viewing these tools as fundamental to operational success rather than experimental luxuries. Furthermore, the surge in daily productivity tools among individual employees—from 22% to 58%—indicates a cultural embrace of AI, highlighting its role in daily business functions.

Breaking Away from the Experimentation Mindset

The tendency to remain stuck in prolonged pilot projects will hinder organizations. The consensus among industry leaders suggests that to thrive, businesses must abandon limited approaches to AI integration. As AI technologies rapidly evolve, the opportunity to derive significant returns on investment grows with them. For example, IBM reported that AI agents now handle 94% of HR requests and have dramatically cut procurement times by 70%. Such empirical evidence strengthens the argument for moving towards operationalizing AI initiatives rather than lingering in initial testing phases.

Implications for Job Security and Professional Growth

The conversation around AI's impact on employment is complex. As highlighted by various CEOs, like that of Fiverr, the landscape of job security is changing rapidly. Professionals need to adapt to this new reality or risk being left behind. Companies will prioritize those who can effectively leverage AI as a tool for greater productivity and innovation. It's a wake-up call for employees across all sectors to understand and embrace the technological advancements reshaping their workplaces.

Navigating the Future of AI in Business

What does the future hold for AI in the workplace? While challenges exist, such as addressing ethical implications and potential job losses, the balance leans more towards opportunity. AI is increasingly recognized as a catalyst for rethinking workflows and productivity. The challenge becomes not merely adopting AI technology but doing so in a way that enhances the human workforce rather than diminishes it.

Investing in the AI-Driven Landscape

Businesses should view AI as an investment in long-term growth strategies rather than a quick fix for productivity. Organizations have a unique opportunity to reinvest cost savings generated by AI into better training, innovative products, and improved services. These strategies help maintain a competitive edge in an increasingly AI-driven economy. This perspective leads to a call for proactive adaptation: to start using AI now and to transform how we operate in the wake of change.

In conclusion, the era of AI experimentation is not just coming to an end; it is transforming into a vibrant reality where every business can reshape its future. By operationalizing AI, organizations can ensure they remain at the forefront of innovation and success. START USING AI NOW!

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06.28.2025

Exploring Congress’ Call for a 4-Day Workweek Empowered by AI

Update The Push Towards a 4-Day Workweek: A Technological Opportunity The emergence of artificial intelligence (AI) has sparked vibrant discussions around the future of work, particularly in its potential to redefine traditional working hours. Recently, Senator Bernie Sanders proposed the idea of a 4-day workweek, suggesting that productivity gains afforded by AI should translate into less working time for employees. This suggestion, far from being radical, mirrors trends already in motion within certain organizations worldwide. Companies like Microsoft Japan, for instance, have reported a productivity boost of 40% following their trials of a 4-day workweek approach. Similarly, 61 UK companies saw revenue growth from implementing this structure. This sparks an important conversation around how AI could be leveraged to improve the balance between work and personal life.In 'Should AI Mean a 4 Day Workweek?', the discussion dives into groundbreaking concepts in labor distribution amid technological advancement, exploring key insights that sparked deeper analysis on our end. Historical Context: A Shift in Work Culture The idea of a shorter workweek is not new; it has been around since the early 20th century. Organizations have long acknowledged that employees who have a better work-life balance tend to be more productive and engaged. Historically, labor movements have advocated for reduced work hours, which culminated in the establishment of the standard 40-hour workweek. However, with advancements in technology such as AI, the conversation has shifted. Now, the prospect of less work for greater productivity is possible, yet it remains to be seen how quickly businesses will adapt. Value of Reducing Work Hours: More Than Just Time Off Adopting a 4-day workweek could provide numerous benefits, not just for employees but also for businesses. Senator Sanders emphasized that the time saved could be used for family, education, or personal projects—creating a workforce that is fulfilled and thus, potentially more engaged. Increased fulfillment is likely to result in reduced turnover rates and lower recruitment costs, which are vital in today’s competitive labor market. Counterarguments: Balancing Efficiency with Worker Expectations However, there are legitimate counterarguments to the mandatory implementation of a shorter work week. Critics argue that productivity might plateau if the workweek is shortened across the board, and those who wish to work more hours might penetrate competitive structures. Moreover, some may fill their free time with side jobs, detracting from the intended aim of a balanced lifestyle. Finding the right balance between hours worked and productivity remains a complex challenge. The Future of Work: Redefining the Social Contract As we move towards a potentially hyper-abundant world fueled by AI advancements, we must consider what the 'social contract' for labor will look like. The dominant paradigm of work could shift, transforming definitions of productivity, success, and fulfillment. We need open discussions that address how to distribute the benefits of transformative technologies fairly while ensuring that hard work is still acknowledged. AI Transformations: Implementing Change in Your Business For business owners looking to adopt technological changes such as AI and the 4-day workweek, it will be essential to harness tools and resources that facilitate this transition. Embracing AI tools can streamline operations and enhance productivity, providing the framework necessary to implement shorter work weeks effectively. Prioritizing employee satisfaction and leveraging AI might just lead to a more loyal and productive workforce. Practical Tips: Starting with AI in Your Workplace For those ready to begin their journey into AI and explore innovative work structures, there are actionable steps to consider: Assess your current operations: Identify routine tasks that can be automated through AI. Invest in AI solutions: Choose software that aligns with your business model and needs. Encourage a culture of experimentation: Allow your team to test AI applications and solicit feedback. Evaluate outcomes: Measure productivity and employee well-being regularly to gauge success. By taking these steps, business owners can lay the groundwork for an AI-integrated future that not only embraces technology but also enhances the overall quality of work and personal life for employees. As we consider these insights about the potential for a 4-day workweek, it’s vital to act. The conversation around AI and productivity is just beginning, and now is the time to start using AI solutions in your business.

06.27.2025

Salesforce Agentforce 3.0: The Evolution of AI in Business Solutions

Update Salesforce's Agentforce 3.0: A Game-Changer in AI Implementation The latest update from Salesforce, known as Agentforce 3.0, marks a significant milestone in the deployment of AI within enterprises. With this upgrade, Salesforce has introduced essential features designed to enhance operational efficiency and agent interoperability. The most notable addition is the command center feature, providing executives with real-time visibility into agent performance—a crucial capability in today’s data-driven business landscape.In 'MCP and Observability Come to Agentforce 3.0', the discussion dives into Salesforce's latest AI advancements, prompting an analysis of their potential impact on business operations. Understanding MCP and A2A Interoperability The introduction of native MCP (Multichannel Protocol) support is a pivotal enhancement for businesses, enabling agents to seamlessly access multiple data sources without the cumbersome need to establish individual connections. Think of it as a universal plug—for data. This streamlining effect can boost efficiency considerably. A2A (Agent-to-Agent) interoperability also facilitates smoother communication between agents, further simplifying operations. Together, these functionalities ensure businesses can react swiftly and effectively to dynamic market requirements. The Shift Towards Operational Excellence According to Salesforce's EVP, JS Govindarajan, the platform is designed to handle what he terms 'day two problems.' These are the operational challenges that arise after initial deployment, stressing the importance of observability in managing technology. As more businesses adapt AI agents, understanding their performance and real-world impact becomes critical. With Agentforce 3.0, companies are not just engaging in AI experimentation but are integrating these agents into their core operations. Setting the Standard for Enterprise AI Tools The importance of Salesforce's advancements cannot be overstated; they lay the groundwork for what can be expected across enterprise agent platforms. As Salesforce aggressively transitions towards using AI, particularly within operational frameworks, they are influencing customer expectations industry-wide. This shift points toward an increasing trend where businesses will prioritize real-time data visibility and agent efficiency, fundamentally changing how they operate in the digital landscape. Observing the Market: Where Do Other Companies Stand? Salesforce's competitive moves prompt us to examine other major players like Microsoft and Google. Notably, they are also racing to enhance their AI offerings. For instance, Microsoft has been criticized for the initial deployment of Copilot, with various users expressing dissatisfaction regarding its effectiveness. In contrast, Salesforce appears to be sharply focused on deploying functional solutions that address key operational needs. The Future of AI in Business: Insights and Predictions As businesses continue to embrace AI technologies, upcoming trends will likely include more robust solutions that offer tailored experiences. The insights gained from platforms like Salesforce's Agentforce can guide organizations in forging their paths in AI implementation. Furthermore, with such tools becoming integral to business operations, we may see a surge in AI-related investments as companies seek to leverage unique solutions that enhance their capabilities and efficiency. Actionable Insights: How Businesses Can Start Using AI Now If you are a business owner and you feel overwhelmed by the rapidly changing tech landscape, the introduction of Agentforce 3.0 provides a roadmap to start leveraging AI effectively. Begin by assessing your current operational challenges, and explore how integrated AI features could solve them. Start experimenting with smaller AI applications tailored specifically to your business goals, utilizing the insights garnered from platforms like Salesforce. Remember, the best time to embrace AI is now—don’t wait for competitors to leave you behind.

06.27.2025

Unlocking Business Potential: How Vibe Coding is Revolutionizing Software Development

Update Understanding Vibe Coding: A New Era in Software Development In recent months, the term vibe coding has exploded onto the tech scene, transitioning from a niche concept to a primary driver of innovation in software development. As tools develop rapidly, we are witnessing profound shifts in how coding is understood and applied, particularly with the introduction of new platforms and applications like Google's Gemini CLI and Claude's vibe coding experience from Anthropic. This growing phenomenon is a game-changer for business owners, granting unprecedented access to coding capabilities that were previously reserved for trained engineers.In 'Everything is Now a Vibe Coding App', the discussion dives into the rise of vibe coding as a transformative approach to software development, exploring key insights that sparked deeper analysis on our end. The Cultural Impact of Vibe Coding Vibe coding, described first by AI pioneer Andre Carpathy, emphasizes fluid communication with software through natural language, moving beyond traditional coding syntax. This sort of development allows even those without extensive programming knowledge to create and deploy applications in a fraction of the time typically required. In fact, recent global hackathons, such as the one hosted by Lovable, have resulted in a staggering number of applications created worldwide, outpacing even some of the early internet’s growth metrics. Such developments suggest that vibe coding is laying the groundwork for a cultural shift in how we perceive coding and technology. Expanding Your Toolkit: Vibe Coding Apps For business owners, the practical applications of vibe coding tools can greatly streamline operations, making it easier to customize solutions to meet unique challenges. For instance, with the launch of Gemini CLI, companies can access coding features directly from their terminal, enhancing productivity. The tool’s impressive coding capabilities are powered by Google’s Gemini 2.5 Pro model, making it a competitive alternative to established platforms like GitHub Copilot. Similarly, Anthropic’s Claude not only allows users to generate code through natural language registers but also to create and share fully functional applications with minimal fuss. The stark reality is that businesses can bypass traditionally expensive software solutions, opting instead for tailor-made apps built in hours, not days or weeks. Future Trends: Where Vibe Coding is Headed The rapid implementation of vibe coding technologies raises thought-provoking questions about the future of software development. As tools mature, will enterprises continue to invest in costly traditional software solutions, or will they embrace the agile and responsive capabilities offered by vibe coding? Replet’s CEO, Amjud MSAD, predicts a reimagining of enterprise software wherein user requirements dictate app development, moving toward a system where automation can directly address users' real-time needs without bureaucratic delays. Insights like these illustrate how quickly vibe coding is transforming enterprises. Perhaps it is only a matter of time before small business owners can build robust tools on the fly, altering industry dynamics significantly. Overcoming Challenges in Embracing Vibe Coding While the appeal of vibe coding is clear, business owners must navigate new challenges. For example, how does one ensure the quality of code generated through automated processes? Additionally, there may be resistance from traditional developers concerned about job security or efficacy when utilizing AI in software creation. However, many experts, including OpenAI’s Aiden McLofflin, argue that while AI might take over some repetitive tasks, it is fostering an environment where more individuals can participate in coding, ultimately leading to greater innovation. Building a Competitive Edge with Vibe Coding Investing in vibe coding tools can serve as a unique competitive advantage in today’s fast-paced marketplace. By leveraging platforms like Gemini CLI and Claude, business owners can quickly prototype solutions that meet specific demands, allowing for rapid iteration and flexibility. The outcomes? Enhanced productivity, reduced costs, and the ability to stand out in an increasingly crowded market. As we’ve seen from recent developments, vibe coding is not just a passing trend but an underlying movement poised to reshape the software landscape. If you’re intrigued by how these advanced coding tools can elevate your business strategy, it’s time to act. START USING AI NOW. Embrace vibe coding platforms to unlock the potential of your business today.

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#721","city":"Greenville","state":"SC","zip":"29341","email":"support@divinewebconsultants.com","tos":"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","privacy":"PHA+PHN0cm9uZz5QUklWQUNZPC9zdHJvbmc+PC9wPgoKPHA+PHN0cm9uZz5UaGUgaW5mb3JtYXRpb24gcHJvdmlkZWQgZHVyaW5nIHRoaXMgcmVnaXN0cmF0aW9uIGlzIGtlcHQgcHJpdmF0ZSBhbmQgY29uZmlkZW50aWFsLCBhbmQgd2lsbCBuZXZlciBiZSBkaXN0cmlidXRlZCwgY29waWVkLCBzb2xkLCB0cmFkZWQgb3IgcG9zdGVkIGluIGFueSB3YXksIHNoYXBlIG9yIGZvcm0uIFRoaXMgaXMgb3VyIGd1YXJhbnRlZS48L3N0cm9uZz48L3A+Cgo8cD48c3Ryb25nPklOREVNTklUWTwvc3Ryb25nPjwvcD4KCjxwPjxlbT5Zb3UgYWdyZWUgdG8gaW5kZW1uaWZ5IGFuZCBob2xkIHVzLCBhbmQgaXRzIHN1YnNpZGlhcmllcywgYWZmaWxpYXRlcywgb2ZmaWNlcnMsIGFnZW50cywgY28tYnJhbmRlcnMgb3Igb3RoZXIgcGFydG5lcnMsIGFuZCBlbXBsb3llZXMsIGhhcm1sZXNzIGZyb20gYW55IGNsYWltIG9yIGRlbWFuZCwgaW5jbHVk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