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April 26.2025
3 Minutes Read

How to Price AI Agents: Strategies for Business Owners

Retro robots tugging a dollar sign for pricing AI agents

Understanding the Dynamics of AI Agent Pricing

In the rapidly evolving landscape of artificial intelligence, pricing AI agents is not merely an exercise in financial strategy for startups. It has broad implications for enterprises and how valuable these agents can become in the job market. The recent developments around Windinsurf, which has ignited a pricing war around AI coding assistance, illuminate why this conversation extends beyond mere dollar amounts to potential shifts in business models.

In 'How to Price AI Agents', the video delves into an essential dialogue on the dynamics of agent pricing, driving us to explore its broader implications for businesses today.

The Price War: Windinsurf's Strategic Move

Windinsurf recently slashed its rates, making a bold move in the competitive AI tools arena. Their pro tier is priced at just $15 per month for 500 prompts, emphasizing a flat rate model over the previous flow action credit system. This decision simplifies the payment structure for users while positioning Windinsurf as an industry leader in affordability. Their CEO, Robu, has branded these changes as a direct challenge to rivals such as Cursor, drawing a significant contrast in how AI coding tools are priced.

The implications of such pricing strategies extend far beyond immediate market competition. As AI agent pricing evolves, it becomes apparent that companies must consider not only how to price their offerings but how those prices impact user adoption and engagement in the long term. If pricing is aligned more closely with human labor costs, AI companies may find it challenging to sustain profitability.

Pricing Models: Finding the Right Fit for Businesses

As the conversation around AI agent pricing broadens, frameworks for understanding these costs are becoming increasingly vital. Analysts like Manny Medina propose categorizing pricing models into four distinct quadrants, primarily focusing on workflow outcome, agent performance, and activity-based structures. Each caters to different organizational needs and operational efficiencies:

  • Per Workflow: Charges apply when a workflow is completed.
  • Per Agent Outcome: Fees tied to the completion of specific objectives.
  • Activity-Based: Monthly fees that align with agent-driven tasks, streamlining costs.
  • Pay-For-Usage: Costs driven by the number of actions performed by the AI agents.

Choosing the right model can significantly influence a company's ability to leverage these digital counterparts effectively while managing their budget.

The Economic Landscape: Cheaper Models vs. Greater Inference Needs

A balancing act exists in the AI pricing landscape, driven by the dual forces of decreasing operational costs and increasing demands for AI capabilities. Aaron Levy from Box noted how while models are cheaper to run, customer needs are evolving, necessitating more inference. If businesses can anticipate the shifting cost structures, they might unlock new use cases that were previously economically unfeasible.

The potential for significant technological advancements should not be overlooked—as costs decline, opportunities to harness AI grow, making it feasible to offer innovative solutions that may have been too expensive before. This dynamic opens up doors for AI vendors to take calculated risks regarding pricing strategies, aiming to capture greater user involvement.

The Future of AI Agents: Will Prices Surge or Dive?

As we navigate through this emerging market, a thought-provoking scenario arises: what happens when AI agents achieve levels of capability that justify premium pricing? Could there be a situation where a highly specialized AI agent for legal diligence charges more than a human worker due to its efficiency, reliability, and uninterrupted availability? Such a shift could redefine what businesses consider when evaluating the value of human versus AI labor.

In essence, as AI agents mature, they might not just compete on pricing but also on qualitative experiences, including availability and workload. Businesses must adapt their strategies accordingly and be prepared for the vast possibilities that lie ahead.

Conclusion: Start Utilizing AI Now

The exploration of how to price AI agents is not just an abstract conversation for insiders or startups; it reflects the larger shift in how all businesses will operate in the future. With the rapid pace of advancements in AI technology, it's imperative for business owners to start integrating AI solutions today to stay ahead of the curve and capitalize on emerging opportunities.

As we observe the evolution of this landscape, it is clear that ongoing discussions and strategic decisions surrounding AI pricing will be crucial for enterprises looking to innovate and transform their operational models.

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06.20.2025

Navigating the AI Landscape: Insights from Settler's of Catan

Update Understanding the Game of Business with AI In recent discussions around innovative business strategies, the video It's Settler's of Catan But With AI Companies has caught attention for its unique analogy between the popular board game and the competitive landscape of Artificial Intelligence (AI) companies. Just like in Settler's of Catan, where players vie for resources and strategic positions, businesses today are racing to leverage AI capabilities to gain a competitive edge. But what does this mean for business owners navigating this complex terrain?In It's Settler's of Catan But With AI Companies, the discussion highlights the competitive dynamics of AI, prompting an exploration of the significant insights we can derive from it. The Strategic Imperative of AI Utilization AI isn't just a trend; it's a transformative force reshaping industries worldwide. Companies that successfully integrate AI can streamline operations, enhance customer experiences, and uncover valuable insights from data. In our game analogy, those who recognize and harness AI's potential can build 'settlements' or successful business models faster than their competitors. Ignoring this shift could mean being left behind in a rapidly advancing marketplace. The Competitive Landscape As with any board game, understanding the rules and strategies is crucial. The AI sector is crowded, with startups and established companies alike rushing to claim their stakes. How can business owners differentiate themselves? It starts with recognizing the diverse applications of AI—from chatbots enhancing customer service to analytical tools providing predictive insights. Tailoring AI solutions to fit specific business needs can turn the game on its head. Future Predictions: Where Will AI Take Us? Looking ahead, the potential for AI in business is limitless. Experts predict that AI will lead to advances in automation, analytical processes, and even creativity. For business owners, this means that investing in AI technologies today could provide critical advantages in the near future. Will your business be able to adapt and thrive as AI evolves, or will you struggle to keep up? Actionable Insights for Business Owners For those ready to dive into the world of AI, several actionable insights can guide your journey: Start Small: Implement AI solutions in manageable segments to understand their impact before full-scale deployments. Stay Informed: Engage with AI reviews and industry trends to keep abreast of the latest advancements. Collaborate: Leverage partnerships with AI firms to gain insights and access to cutting-edge technologies. By treating AI as an essential part of your business strategy rather than just another tool, you can position your company for long-term success. Conclusion: Start Your AI Journey Today! The video and its analogy with Settler’s of Catan serve as a reminder that in the fast-paced world of technology, strategic thinking is required. Business owners need to recognize the significant benefits that AI can provide. Don't wait until it's too late to adapt. START USING AI NOW to gain that crucial competitive advantage.

06.19.2025

Discover 20+ New Jobs That AI Will Create: Embrace the Future Now!

Update The Shift from Assistant to Agentic AI: A New Era in the Workforce The conversation surrounding artificial intelligence (AI) and its impact on the job market has intensified recently as we enter a transformative phase known as the agentic era of AI. Unlike previous iterations where AI served primarily as assistants, the current developments suggest that AI agents are now equipped to perform a broader range of tasks, potentially replacing entire job categories previously held by humans. This leads us to the pivotal question: what new roles will emerge in this shifting landscape?In '20+ New Jobs that AI Will Create', the discussion dives into the transformative effects of AI on the job market, exploring key insights that sparked deeper analysis on our end. Companies Bracing for Change: Insights from Industry Leaders The memo from Amazon's CEO Andy Jassy articulates the urgency of adapting to this evolving workforce. Jassy predicts a decrease in Amazon's total headcount as the company increasingly relies on AI agents, emphasizing that while some jobs will be lost, new ones will arise—jobs that focus on integrating, managing, and enhancing AI capabilities in the workplace. Similarly, Robert Smith, CEO of Vista Equity Partners, anticipates that nearly half of workers at influential conferences will soon have AI agents at their disposal, which implies a significant transition toward automation that could leave many job seekers scrambling for new optimal pathways. This wave of technological evolution is not just about replacement; it aims to redefine what work means, enhancing efficiency and potentially increasing job satisfaction for those who adapt. Examining New Opportunities: What Roles Will AI Create? The New York Times recently published an article detailing 22 potential new job roles emerging from AI advancements. These roles bridge the gap between AI's capabilities and human needs. Some of the highlighted positions include: AI Auditor: Ensuring transparency and accountability in AI decision-making. AI Personality Director: Crafting the personality traits of AI interfaces to align with company brands. Drug Compliance Optimizer: Developing systems in healthcare that ensure patients adhere to their medication schedules. AI Trainer: Preparing AI to navigate and utilize a company’s data effectively. Consistency Coordinator: Ensuring uniformity in outputs across various AI systems. These roles highlight the increasing need for human oversight even as AI takes on more responsibility. The focus will shift from performing rote tasks to strategically managing AI and harnessing its capabilities. Future Predictions: Navigating the Transition As we look ahead, it is vital to derive insights from this transformative period. While economic losses due to AI will likely overshadow new job growth in the short term, proactive engagement with these technologies can mitigate risks and uncover opportunities. Business owners are urged to start integrating AI into their operations now; doing so will not only provide them with a competitive edge but also foster an adaptable workforce prepared for the challenges of tomorrow. Actionable Insights for Business Owners To prepare for an AI-driven landscape, here are several actionable steps: Embrace AI Tools: Explore available AI tools and assess their applicability to your business operations. Reskill Employees: Provide training for current staff on AI technology to ensure they evolve alongside these innovations. Seek Feedback: Foster a culture of open dialogue about AI integration within your workforce to ease concerns and drive acceptance. Collaborate with Experts: Bring in AI specialists to facilitate the implementation of effective solutions. By taking these proactive measures, business owners can ensure their organizations are not just surviving but thriving in an AI-enhanced future. Conclusion: Start Using AI Now to Stay Competitive In conclusion, as we explore the promising yet uncertain terrain of AI's influence on the job market, it is critical to recognize the new opportunities arising amidst the challenges. By adapting now, business owners can safeguard their positions and help shape a future where AI complements human work rather than replaces it. Don’t wait—begin your journey with AI today to stay ahead of the curve and unlock the full potential of this game-changing technology.

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Choosing the Right AI Approach: Single Agents vs Multi-Agent Systems

Update Revolutionizing Efficiency: The Choice Between Single and Multi-Agent Systems In today's rapidly evolving technological landscape, the conversation surrounding agentic systems is reaching new heights, especially among business owners seeking to optimize their operations. A recent discussion highlights two contrasting approaches in AI architecture: single agent systems and multi-agent systems. As more enterprises delve into the capabilities of AI, understanding these methodologies becomes essential.In 'Should You Build Single Agents or Multi Agent Systems?', the discussion dives into contrasting architectures for AI agents, exploring insights that sparked deeper analysis on our end. The Case for Multi-Agent Systems The argument for multi-agent systems is strongly supported by Anthropic, who published an insightful document detailing their framework. Their multi-agent research system boasts a central orchestrator that configures various sub-agents to tackle segmented subtasks dynamically. This architecture is beneficial for complex research tasks that require an autonomous approach, running multiple operations in parallel to optimize speed and efficiency. Anthropic's research agent system shows how a lead agent collaborates with several specialized sub-agents tasked with gathering extensive data. For instance, if tasked with finding a list of board members across S&P 500 companies, each sub-agent could focus on a different company, vastly accelerating the process. Their findings suggest that multi-agent systems can outperform single agents significantly, handling over 90% of tasks more efficiently due to effective resource allocation and parallel processing. Risks of Multi-Agent Systems: The Opposing Viewpoint In contrast, the Cognition team presents a counter-argument. They advocate for single-agent systems, contending that multi-agent systems can introduce fragility. Their framework, which they call a linear handoff design, emphasizes sequential processing over parallel operations. The downside of multi-agent setups, they suggest, is the risk of context loss among agents, leading to miscommunication and unexpected results. For example, when coding tasks like creating a game, individual actions could conflict if agents are unaware of each other's progress or objectives. The authors stress the importance of context engineering—ensuring that every agent maintains awareness of prior discussions and actions—underscoring that fragmented communication can lead to flawed outputs. Context is King: Why Your Use Case Matters The discussion between these two approaches reveals a crucial takeaway: context is paramount in choosing the right system. For business owners evaluating AI implementations, understanding whether their tasks are dependent or can operate independently is key to deciding which framework to adopt. Multi-agent systems shine in independent workflows that can leverage parallelization, like research. In contrast, single-agent systems may excel in scenarios that demand a cohesive understanding of continually developing requirements. Future Insights: Navigating the Evolving AI Landscape Looking ahead, both perspectives suggest a fascinating landscape for AI development. While the Cognition team remains cautious about the current limitations of multi-agent systems, they express optimism for increased collaboration and functionality as AI technologies mature. The rapid pace of innovations in this space suggests that both single and multi-agent systems might not only coexist but evolve to be more robust and interconnected in the future. Decisions You Can Make With This Information Understanding the strengths and weaknesses of these agent systems provides business owners with critical insights. Those engaged in heavy parallel workflows might find that investing in a multi-agent structure could yield substantial returns in efficiency and task management. On the other hand, businesses focused on nuanced, interconnected tasks might prioritize context-driven single-agent architectures. Ultimately, the choice between single and multi-agent systems hinges on the specific needs of an organization. Employing AI tools today means adapting to emerging insights and trends from ongoing research. As technologies develop, the flexibility to switch between these systems as per operational demands will likely become a competitive advantage. Start Using AI Now: Embrace the Future As we navigate these compelling systems, it's essential for business owners to dive in and explore how AI can enhance their operations. The ongoing evolution in AI techniques promises exciting opportunities to boost productivity and innovation within your business.

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#721","city":"Greenville","state":"SC","zip":"29341","email":"support@divinewebconsultants.com","tos":"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","privacy":"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