Explaining the concept of "agentic flows" to non-technical stakeholders can be done by relating it to familiar concepts and using simple language. Here's a way to break it down: The ideas are based on the concept that Andrew Ng interesting December 2023 almost a year ago called Agentic Systems. These systems include software that include autonomous agents that are based on generative pre-trained transformers or gpts, or other autonomous software functions that operate based on inputs and sensors that are programmed into them. When an event or condition triggers them they operate by taking place transforming them to a pre-planned output and then providing it to a subscriber or another piece of software. I have to process this idea through a GPT because it's really technical, and I wanted to see if it could translate into business terms. 🤖🧠 ## Understanding Agentic Flows in Agentic systems 1. What Are Agentic Flows? Agentic flows refer to the pathways through which intelligent agents (like AI programs) operate and interact within a system to perform tasks. Think of them as the routes or channels that guide how different parts of a system work together to achieve specific goals. 2. Everyday Analogy: Imagine a team of skilled workers in a factory, each with a specific role. Some workers handle raw materials, others assemble parts, and some ensure quality control. Agentic flows are like the assembly line that coordinates these workers, ensuring each task is completed efficiently and in the right order. 3. How Do They Work? - **Intelligent Agents:** These are like smart workers who can make decisions based on the information they receive. They can adapt to changes and optimize their tasks. - **Flow of Information:** Just as workers need instructions and materials, agents require data and directives to function. Agentic flows ensure this information moves smoothly between agents. - **Goal-Oriented:** The ultimate aim is to complete tasks effectively, whether it's processing customer orders, managing inventory, or analyzing data. **4. Benefits for Business:** - **Efficiency:** By coordinating tasks intelligently, agentic flows help streamline operations, reducing time and effort. - **Flexibility:** They allow systems to adapt quickly to changes, such as new customer demands or market conditions. - **Scalability:** As your business grows, agentic flows can easily accommodate increased workloads without major overhauls. **5. Real-World Example:** Consider an online shopping platform. Agentic flows do a customer order each month if there's a sale of > 10% : from selecting items, verifying payment, updating inventory, to arranging delivery. Each step is handled by different agents working in harmony, ensuring a smooth no touch shopping experience. By using these analogies and explanations, I hope this helps less technical stakeholders grasp the concept of agentic flows and appreciate their value in enhancing business operations.
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"𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐘𝐨𝐮𝐫 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐰𝐢𝐭𝐡 𝐂𝐮𝐭𝐭𝐢𝐧𝐠-𝐄𝐝𝐠𝐞 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬" 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫 𝐡𝐨𝐰 𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐯𝐢𝐬𝐢𝐨𝐧 𝐜𝐨𝐦𝐛𝐢𝐧𝐞 𝐰𝐢𝐭𝐡 𝐋𝐋𝐦 𝐢𝐬 𝐫𝐞𝐯𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐢𝐳𝐢𝐧𝐠 𝐢𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬, 𝐛𝐨𝐨𝐬𝐭𝐢𝐧𝐠 𝐑𝐎𝐈, 𝐚𝐧𝐝 𝐜𝐫𝐞𝐚𝐭𝐢𝐧𝐠 𝐬𝐚𝐟𝐞𝐫, 𝐦𝐨𝐫𝐞 𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭 𝐰𝐨𝐫𝐤𝐩𝐥𝐚𝐜𝐞𝐬. 1. 𝐄𝐧𝐡𝐚𝐧𝐜𝐞𝐝 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐯𝐢𝐭𝐲 𝐚𝐧𝐝 𝐄𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐜𝐲 ➔ Streamlines workflows by automating repetitive tasks ➔ Reduces manual labor, allowing workers to focus on more complex activities 2. 𝐈𝐦𝐩𝐫𝐨𝐯𝐞𝐝 𝐒𝐚𝐟𝐞𝐭𝐲 𝐚𝐧𝐝 𝐑𝐢𝐬𝐤 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 ➔ Detects potential hazards in real-time to prevent accidents ➔ Monitors compliance with safety protocols, ensuring a safer work environment 3. 𝐐𝐮𝐚𝐥𝐢𝐭𝐲 𝐂𝐨𝐧𝐭𝐫𝐨𝐥 𝐚𝐧𝐝 𝐀𝐬𝐬𝐮𝐫𝐚𝐧𝐜𝐞 ➔ Identifies defects and inconsistencies in products early in the production process ➔ Ensures uniformity and high standards in manufacturing and service delivery 4. 𝐂𝐨𝐬𝐭 𝐒𝐚𝐯𝐢𝐧𝐠𝐬 𝐚𝐧𝐝 𝐑𝐞𝐬𝐨𝐮𝐫𝐜𝐞 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧 ➔ Minimizes waste by accurately predicting and managing resource needs ➔ Reduces operational costs through efficient process automation 5. 𝐃𝐚𝐭𝐚-𝐃𝐫𝐢𝐯𝐞𝐧 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐌𝐚𝐤𝐢𝐧𝐠 ➔ Provides actionable insights through real-time visual data analysis ➔ Enhances strategic planning by identifying trends and patterns 6. 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐖𝐨𝐫𝐤𝐟𝐨𝐫𝐜𝐞 𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 ➔ Complements human workers by handling repetitive and time-consuming tasks ➔ Increases overall productivity without significantly increasing labor costs 7. 𝐄𝐧𝐡𝐚𝐧𝐜𝐞𝐝 𝐂𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 ➔ Improves service delivery speed and accuracy through automated processes ➔ Personalizes customer interactions by analyzing visual data for preferences and behavior 8. 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 𝐚𝐧𝐝 𝐑𝐞𝐠𝐮𝐥𝐚𝐭𝐨𝐫𝐲 𝐀𝐝𝐡𝐞𝐫𝐞𝐧𝐜𝐞 ➔ Monitors and ensures adherence to industry regulations continuously ➔ Reduces the risk of non-compliance fines and penalties through automated checks 9. 𝐈𝐧𝐯𝐞𝐧𝐭𝐨𝐫𝐲 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐚𝐧𝐝 𝐋𝐨𝐠𝐢𝐬𝐭𝐢𝐜𝐬 ➔ Optimizes inventory levels by accurately tracking stock and predicting demand ➔ Enhances logistics efficiency by improving order accuracy and reducing lead times 10. 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐂𝐨𝐦𝐩𝐞𝐭𝐢𝐭𝐢𝐯𝐞 𝐀𝐝𝐯𝐚𝐧𝐭𝐚𝐠𝐞 ➔ Fosters a culture of innovation by integrating advanced technologies ➔ Provides a competitive edge through enhanced operational capabilities and product offerings 𝐇𝐨𝐰 𝐝𝐨 𝐲𝐨𝐮 𝐞𝐧𝐯𝐢𝐬𝐢𝐨𝐧 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐧𝐠 𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐯𝐢𝐬𝐢𝐨𝐧 𝐜𝐨𝐦𝐛𝐢𝐧𝐞 𝐰𝐢𝐭𝐡 𝐋𝐋𝐦 𝐢𝐧 𝐲𝐨𝐮𝐫 𝐨𝐫𝐠𝐚𝐧𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝐭𝐨 𝐞𝐧𝐡𝐚𝐧𝐜𝐞 𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐜𝐲 𝐚𝐧𝐝 𝐝𝐫𝐢𝐯𝐞 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧? ♻️ Repost it to your network and follow Timothy Goebel for more. #computervision #ai #llm #efficiency
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🚚 𝐖𝐡𝐲 𝐄𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭 𝐃𝐚𝐭𝐚 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧 𝐢𝐬 𝐂𝐫𝐮𝐜𝐢𝐚𝐥 𝐢𝐧 𝐋𝐨𝐠𝐢𝐬𝐭𝐢𝐜𝐬 In logistics, time is (literally) money. Yet many logistics companies still rely on employees to handle all the data entry tasks—identifying, extracting, validating, and transferring information into Transportation Management Systems (TMS)... by hand. You already know this process is slow, error-prone, unscalable, and, in short, costly. 𝐬𝐦𝐚𝐫𝐭𝐞𝐱𝐭𝐫𝐚𝐜𝐭'𝐬 𝐀𝐈 𝐜𝐚𝐧 𝐬𝐚𝐯𝐞 𝐲𝐨𝐮 𝐦𝐨𝐧𝐞𝐲 𝐢𝐧𝐬𝐭𝐚𝐧𝐭𝐥𝐲. smartextract automatically identifies relevant data in PDFs and emails—for example, from orders—extracts it, and transfers it directly into your TMS so that orders can be created instantly. This not only eliminates data entry errors and speeds up processing but also frees up your employees to focus on more important tasks. In today’s fast-paced logistics world, automation is essential to stay competitive. Get in touch with us to learn how smartextract can save you money and give you a competitive edge! https://smartextract.ai/ #logistics #AI #automation #efficiency #supplychain #management #innovation #LLMs #technology
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Why Knowledge Management, Intelligent Automation, and Human-Centric Processing Are Game-Changers Modern organizations need more than tools—they need systems that integrate technology and human expertise. This is where Knowledge Management Systems (KMS), intelligent automation (IA), and human-centric processing come together. At Infocap AI, we combine these elements to optimize processes. 1. Powering Automation with Knowledge Intelligent automation thrives on contextual knowledge. A KMS provides this foundation by: Improving Decisions: Bots access policies and data for accurate actions. Enabling Learning: Machine learning tools refine using KMS datasets. Handling Exceptions: Automation escalates issues to humans with KMS insights. This ensures automation works smarter and more efficiently. 2. Enhancing Human-Centric Processing Humans excel at creativity and judgment. A KMS ensures employees focus on strategic tasks: Faster Access: Information is retrieved instantly. Guided Workflows: Automation provides real-time insights. Problem-Solving: A centralized hub enables faster resolutions. Automation handles repetitive tasks while employees innovate. 3. Continuous Improvement When KMS, automation, and human input work together, processes improve continuously: Automation Insights: Processes enrich the KMS. Employee Contributions: Workers update knowledge, enhancing workflows. Dynamic Adaptability: Updated workflows align with evolving needs. This creates a system that grows smarter over time. 4. Breaking Silos Infocap AI helps unify systems, teams, and automation through a shared KMS: Consistent Decisions: Humans and bots access the same data. Collaboration: Teams share and benefit from centralized knowledge. Seamless Workflow: Automation and human actions integrate efficiently. 5. Future-Proofing Processes Infocap AI prepares businesses for scalability and resilience: Scalable Automation: Supported by standardized knowledge. Human-Machine Collaboration: Employees feel empowered, not replaced. Adaptability: Processes pivot quickly during disruptions or growth. Transform Your Business Combining KMS, intelligent automation, and human-centric processing with Infocap AI unlocks innovation, efficiency, and adaptability. Let’s discuss how we can help your organization build this trifecta. #KnowledgeManagement #IntelligentAutomation #HumanCentricProcessing #BusinessInnovation #InfocapAI #AutomationWithImpact #FutureReadySystems
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