Missing the Agentic AI Revolution? Here's Your Roadmap to Get Started If you're not exploring Agentic AI yet, you're missing the biggest paradigm shift since the emergence of LLMs themselves. While others are still perfecting prompts, forward-thinking teams are building systems that can autonomously plan, reason, and execute complex workflows with minimal supervision. The gap between organizations leveraging truly autonomous AI and those using basic prompt-response systems is widening daily. But don't worry—getting started is more accessible than you might think. Here's a practical roadmap to implementing your first agentic AI system: 1. 𝗕𝗲𝗴𝗶𝗻 𝘄𝗶𝘁𝗵 𝗮 𝗳𝗼𝗰𝘂𝘀𝗲𝗱 𝘂𝘀𝗲 𝗰𝗮𝘀𝗲 – Choose a specific task with clear boundaries where automation would provide immediate value. Document research, competitive analysis, or data processing workflows are excellent starting points. 2. 𝗗𝗲𝘀𝗶𝗴𝗻 𝘆𝗼𝘂𝗿 𝗮𝗴𝗲𝗻𝘁'𝘀 𝘁𝗼𝗼𝗹 𝗯𝗲𝗹𝘁 – An agent's power comes from the tools it can access. Start with simple tools like web search, calculator functions, and data retrieval capabilities before adding more complex integrations. 3. 𝗜𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝗽𝗮𝘁𝘁𝗲𝗿𝗻𝘀 – The ReAct (Reasoning + Acting) pattern dramatically improves reliability by having your agent think explicitly before acting. This simple structure of Thought → Action → Observation → Thought will transform your results. 4. 𝗕𝘂𝗶𝗹𝗱 𝗮 𝗺𝗲𝗺𝗼𝗿𝘆 𝘀𝘆𝘀𝘁𝗲𝗺 𝗲𝗮𝗿𝗹𝘆 – Don't overlook this critical component. Even a simple vector store to maintain context and retrieve relevant information will significantly enhance your agent's capabilities. 5. 𝗦𝘁𝗮𝗿𝘁 𝘄𝗶𝘁𝗵 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀 – LangGraph, LlamaIndex, and CrewAI provide solid foundations without reinventing the wheel. They offer battle-tested patterns for orchestration, memory management, and tool integration. The most important step? Just start building. Your first implementation doesn't need to be perfect. Begin with a minimal viable agent, collect feedback, and iterate rapidly. What specific use case would you tackle first with an autonomous agent? What's holding you back from getting started?
Virtual Assistant Skills
Explore top LinkedIn content from expert professionals.
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Delegation is not just a skill – it is pure leverage. World-class leaders are world-class delegators. It took me years to develop the skills and to shift my attitude from “I can do it best!” to “who can do this better and faster?” Today, I have an executive assistant, a virtual assistant, a marketing lead, a designer, a podcast editor, an accountant, and a cleaner. None of them are full time, I rather collaborate with the best in their fields for as many hours as necessary. Smart delegation allows you to focus on what’s important instead of what’s urgent, so that you can create more impact in your life and career. Here is my system for delegation, that I often share with my 1:1 CEO coaching clients. If you implement it, you will have more time and money (provided you reinvest the time), but more importantly, this is about your health and the life you want to live. 1/ 𝐄𝐥𝐢𝐦𝐢𝐧𝐚𝐭𝐞 - 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞 - 𝐃𝐞𝐥𝐞𝐠𝐚𝐭𝐞 ↳ Eliminate: Does this have to be done at all (now)? ↳ Automate: Can AI do it? Can I create a workflow? ↳ Delegate: If something needs to get done, ask “who?” not “how?” 2/ 𝐅𝐨𝐮𝐫 𝐋𝐞𝐯𝐞𝐥𝐬 𝐨𝐟 𝐃𝐞𝐥𝐞𝐠𝐚𝐭𝐢𝐨𝐧 ↳ By Task: "Please write this report by Friday." ↳ By Process: “Complete this report every Friday and share it with the leadership team.” ↳ By Goal: "Ensure the leadership team is informed about relevant sales data on a regular basis. Architect and execute the system." ↳ By Anticipation: The first time you hear about a task is when it's done. 3/ 𝐓𝐡𝐞 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤: 𝐕𝐢𝐬𝐢𝐨𝐧 - 𝐂𝐨𝐦𝐦𝐢𝐭𝐦𝐞𝐧𝐭 - 𝐄𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧 ↳ Vision: What's the goal or big why? ↳ Commitment: What are you and I prepared to do to achieve the vision? ↳ Execution: What's the plan to make it happen? 4/ 10-80-10 𝐭𝐨 𝐛𝐞𝐜𝐨𝐦𝐞 5𝐗 𝐦𝐨𝐫𝐞 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐯𝐞 ↳ Provide a clear briefing and context at the beginning – the first 10%. ↳ Let a person or AI do 80% of the work. ↳ Quality control, taste and judgment – the final 10%. 5/ 𝐃𝐞𝐟𝐢𝐧𝐢𝐭𝐢𝐨𝐧 𝐨𝐟 𝐃𝐨𝐧𝐞 ↳ "We need a clock for the meeting room" = Amazon box on your desk ↳ Clear DOD: “Ensure the meeting room has a visible and operational clock to reduce the need for participants to check their phones.” 6/ 𝐇𝐨𝐰 𝐭𝐨 𝐝𝐞𝐥𝐞𝐠𝐚𝐭𝐞 𝐭𝐨 𝐀𝐈 ↳ Delegate outcomes, not tasks ↳ Front-load context aggressively ↳ Treat AI work as iterative ↳ Standardise what you repeat ↳ Treat AI like leverage, not labour - - - - ♻️ Repost to help someone become a better speaker and follow me, Oliver Aust for more. ♟️ Ready to become a top 1% communicator? Reach out here: https://lnkd.in/dg9VYZ3C
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Conversational AI is transforming customer support, but making it reliable and scalable is a complex challenge. In a recent tech blog, Airbnb’s engineering team shares how they upgraded their Automation Platform to enhance the effectiveness of virtual agents while ensuring easier maintenance. The new Automation Platform V2 leverages the power of large language models (LLMs). However, recognizing the unpredictability of LLM outputs, the team designed the platform to harness LLMs in a more controlled manner. They focused on three key areas to achieve this: LLM workflows, context management, and guardrails. The first area, LLM workflows, ensures that AI-powered agents follow structured reasoning processes. Airbnb incorporates Chain of Thought, an AI agent framework that enables LLMs to reason through problems step by step. By embedding this structured approach into workflows, the system determines which tools to use and in what order, allowing the LLM to function as a reasoning engine within a managed execution environment. The second area, context management, ensures that the LLM has access to all relevant information needed to make informed decisions. To generate accurate and helpful responses, the system supplies the LLM with critical contextual details—such as past interactions, the customer’s inquiry intent, current trip information, and more. Finally, the guardrails framework acts as a safeguard, monitoring LLM interactions to ensure responses are helpful, relevant, and ethical. This framework is designed to prevent hallucinations, mitigate security risks like jailbreaks, and maintain response quality—ultimately improving trust and reliability in AI-driven support. By rethinking how automation is built and managed, Airbnb has created a more scalable and predictable Conversational AI system. Their approach highlights an important takeaway for companies integrating AI into customer support: AI performs best in a hybrid model—where structured frameworks guide and complement its capabilities. #MachineLearning #DataScience #LLM #Chatbots #AI #Automation #SnacksWeeklyonDataScience – – – Check out the "Snacks Weekly on Data Science" podcast and subscribe, where I explain in more detail the concepts discussed in this and future posts: -- Spotify: https://lnkd.in/gKgaMvbh -- Apple Podcast: https://lnkd.in/gj6aPBBY -- Youtube: https://lnkd.in/gcwPeBmR https://lnkd.in/gFjXBrPe
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My virtual assistant does my LinkedIn outreach. She gets a 68% first-reply rate and books meetings with ~9% of prospects. Is she an SDR? No. Did onboarding take months? No. Did she ever do outreach before? Also no. The difference wasn’t talent. It was a system. Here’s what I gave her: 1) A lead-finding SOP – Who is our ICP – What problem we solve – Where to find leads – How to qualify them 2) A commenting SOP – Manual first (to learn tone) – Then assisted with tools – Reference examples to copy style 3) A structured outbound workflow – Templates – Follow-ups – Personalization framework (We now use cyranosales for this) It took 6 weeks from zero to consistent pipeline. Now I spend my time talking to users, improving the product, and shaping the vision. Lesson: outreach can be delegated. You need repeatable systems.
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I just got back 8 hours of my week! (And I’m planning to reclaim at least 10 more!) How? I built 8 systems to delegate those 8 hours. But wait—doesn’t creating systems and writing SOPs take forever? That’s what I’ve seen with countless clients. They spend weeks writing elaborate SOPs! But them become irrelevant before anyone even reads them. I was about to fall into the same trap until I read this 👇 “𝘛𝘩𝘦 𝘮𝘰𝘴𝘵 𝘪𝘯𝘦𝘧𝘧𝘪𝘤𝘪𝘦𝘯𝘵 𝘸𝘢𝘺 𝘰𝘧 𝘦𝘹𝘵𝘳𝘢𝘤𝘵𝘪𝘯𝘨 𝘴𝘵𝘶𝘧𝘧 𝘧𝘳𝘰𝘮 𝘺𝘰𝘶𝘳 𝘮𝘪𝘯𝘥 𝘪𝘴 𝘵𝘰 𝘸𝘳𝘪𝘵𝘦 𝘪𝘵 𝘥𝘰𝘸𝘯 𝘴𝘦𝘲𝘶𝘦𝘯𝘵𝘪𝘢𝘭𝘭𝘺 𝘴𝘰 𝘵𝘩𝘢𝘵 𝘴𝘰𝘮𝘦𝘰𝘯𝘦 𝘦𝘭𝘴𝘦 𝘤𝘢𝘯 𝘶𝘯𝘥𝘦𝘳𝘴𝘵𝘢𝘯𝘥 𝘪𝘵. 𝘋𝘰𝘯’𝘵 𝘥𝘰 𝘵𝘩𝘪𝘴. 𝘐𝘵 𝘥𝘰𝘦𝘴𝘯’𝘵 𝘸𝘰𝘳𝘬.” Instead of following the old playbook, here’s what I did: 𝗦𝘁𝗲𝗽 𝟭: Identify what needs to be systematized. I started by listing every single task I could outsource, delegate, or automate. Then, I broke them down into: - Frequency (How often I do them) - Time consumption (How much time they take) - Energy impact (How draining they are) 𝙄 𝙪𝙨𝙚𝙙 𝙩𝙝𝙞𝙨: 𝙏𝙞𝙢𝙚 𝘼𝙪𝙙𝙞𝙩 (𝙨/𝙤 𝙩𝙤 𝙋𝙤𝙬𝙚𝙧𝙐𝙥 𝙥𝙧𝙤𝙜𝙧𝙖𝙢 𝙗𝙮 Tanya Alvarez) 𝗦𝘁𝗲𝗽 𝟮: Record the process while doing the work. I just turned on Loom and narrated while doing the actual task. I did the actual work while doing it, so no time wasted here! 𝙄 𝙪𝙨𝙚𝙙 𝙩𝙝𝙞𝙨: 𝙇𝙤𝙤𝙢 𝗦𝘁𝗲𝗽 𝟯: Turn the video into step-by-step written instructions. Loom automatically generated the transcript for me. I dropped that into ChatGPT and asked it to create clear, step-by-step instructions. Now the person taking over gets a video + written instructions. 𝙄 𝙪𝙨𝙚𝙙 𝙩𝙝𝙞𝙨: 𝙇𝙤𝙤𝙢 → 𝘾𝙝𝙖𝙩𝙂𝙋𝙏. 𝗦𝘁𝗲𝗽 𝟰: Store everything in a centralized database. I created a custom structure in Notion with tags and folders so anyone can find the instructions instantly. 𝙄 𝙪𝙨𝙚𝙙 𝙩𝙝𝙞𝙨: 𝙉𝙤𝙩𝙞𝙤𝙣 And that's it… This is the playbook I’m gonna use from now on! The longer I use it, the more time I get back! This way, I’ll be able to focus more ON DESIGNING my business, instead of drowning in it. You can take the first step now: 1. Start with a small and manageable task that you can take off your plate permanently. 2. Use this playbook to capture your first system. And here’s the best part 👇 I’m giving out the Notion database I’m using to store my systems. If you’d like me to send it over to you: - Like this post. - Comment: “systems” (PS: You need to be connected with me to receive it!)
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I’ve heard hundreds of time management tips over the years, but 90% of them aren’t practical for daily use. Why? Because they’re: 🚫 too theoretical 🚫 too abstract 🚫 too rigid These 5️⃣ are the ones I actually use every day—plus how to boost each one with AI (and the exact prompts I use). 👇 1️⃣ Prioritize ruthlessly Not every task deserves your time. Ask: If I only do one thing today, what will matter most? 🤖 AI prompt: “Here’s my to-do list: [paste list]. Please organize these using the Eisenhower Matrix—urgent vs. important—and suggest which I should do, delegate, defer, or delete.” 2️⃣ Use AI on the $10 task so you can focus on the $10K task If it’s low-impact or repetitive, delegate it to AI. Free yourself up for meaningful work. 🤖 AI prompt: “Here’s a list of my current tasks: [paste list]. For each one, tell me if it’s a $10 task or a $10,000 task. Recommend which I should delegate to AI and which I should prioritize myself.” 3️⃣ Eat the frog Tackle your hardest or highest-impact task first—before distractions set in. 🤖 AI prompt: “Here’s my calendar and to-do list for the week: [paste or describe]. Identify which tasks are most critical and when I’m best positioned (energy-wise or schedule-wise) to tackle them first thing in the day.” 4️⃣ Time-block more than meetings Protect chunks of time for deep, focused work—not just calls. 🤖 AI prompt: “Here’s my weekly calendar: [paste or describe]. Help me find 3 time blocks for deep work. Optimize my schedule to reduce context switching and maximize focus.” 5️⃣ Every ‘yes’ to something trivial is a ‘no’ to something meaningful Practice saying “no” with intention—your time is your most valuable asset. 🤖 AI prompt: “Act as my personal scheduler and productivity coach. I’ll list recent tasks, meetings, or requests. For each one, ask: Does this align with my priorities? What am I giving up by saying yes? Is this the best use of my time? Then recommend whether I should accept, delegate, delay, or decline—and how to respond.” ✨ Real game-changer: I don’t treat AI as a shortcut—I use it as a force multiplier. What’s your go-to time management tip? Drop it below 👇
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"My inbox is exploding" “Deadlines are closing in" "My to-do list keeps getting longer..." I get it! I used to be that person who tried to do everything myself (maybe because I'm the first daughter 😂) But now I know that the secret of getting more done isn't working longer hours, it's working smarter through delegation. As a Virtual Assistant/Project Managerlet me share some simple but powerful ways to make delegation work for you: 1. The "Not Now" List – Write down everything you do in a day. – Circle the tasks that only YOU can do. Everything else? That's what you can hand over! Simple tasks like emails, scheduling, and data entry are perfect starting points. 2. The 3-Question Method Before starting any task, ask yourself: - Do I really need to do this myself? - Is this the best use of my time? - Could someone else handle this? If you answer "no" to the first two or "yes" to the last one, it's time to delegate! 3. The "Done For You" Rule Look for tasks that: - Keep repeating every week - Take up lots of your time - Don't need your personal touch These are perfect for handing over to someone else! Now, picture your workday with: - A clean inbox - An organized calendar - Updated documents - Handled customer service Smart delegation isn't about offloading tasks, it's about strategically realigning your time with your goals. What's your biggest challenge when it comes to letting go of tasks? P.S. You don't have to do it all to have it all! #Productivity #Timemanagement #Worksmarter #Leadership #Projectmanagement
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My Little Secret to Attracting High-Value Clients as a Virtual Assistant I have a confession to make… long post-alert 🚨 When I started freelancing, I thought landing high-paying clients was about having the perfect profile, the right skills, and sending tons of proposals. But the real secret? 𝑰𝒕’𝒔 𝒏𝒐𝒕 𝒋𝒖𝒔𝒕 𝒂𝒃𝒐𝒖𝒕 𝒘𝒉𝒂𝒕 𝒚𝒐𝒖 𝒅𝒐, 𝒊𝒕’𝒔 𝒂𝒃𝒐𝒖𝒕 𝒉𝒐𝒘 𝒚𝒐𝒖 𝒑𝒐𝒔𝒊𝒕𝒊𝒐𝒏 𝒚𝒐𝒖𝒓𝒔𝒆𝒍𝒇. Let me explain. Imagine walking into a store to buy a handbag. There’s one for $10 and another for $500. The expensive one is displayed beautifully, comes with a warranty, and has glowing reviews. The $10 bag? Placed in a corner with no branding, no story, just… there. Which one would you trust more? I know right 😄 This is exactly how clients think when hiring a Virtual Assistant. 𝑻𝒉𝒆 𝒃𝒆𝒔𝒕 𝒄𝒍𝒊𝒆𝒏𝒕𝒔 𝒂𝒓𝒆𝒏’𝒕 𝒋𝒖𝒔𝒕 𝒍𝒐𝒐𝒌𝒊𝒏𝒈 𝒇𝒐𝒓 𝒔𝒐𝒎𝒆𝒐𝒏𝒆 𝒕𝒐 𝒅𝒐 𝒕𝒂𝒔𝒌𝒔, 𝒕𝒉𝒆𝒚 𝒘𝒂𝒏𝒕 𝒂 𝒕𝒓𝒖𝒔𝒕𝒆𝒅 𝒑𝒓𝒐𝒇𝒆𝒔𝒔𝒊𝒐𝒏𝒂𝒍 𝒘𝒉𝒐 𝒂𝒅𝒅𝒔 𝒗𝒂𝒍𝒖𝒆. So, how do you attract premium clients instead of low-budget offers? 1️⃣ Be a Brand, Not Just a Freelancer You’re not just a “VA.” You’re a business solutions provider. Present yourself as an expert who helps clients save time, increase efficiency, and scale. Stop saying, “I can handle your admin tasks.” Instead, say, “I help CEOs reclaim 10+ hours weekly by streamlining operations and managing key projects.” See the difference? 2️⃣ Charge for Value, Not Time High-value clients are looking for results. Stop charging based on “hours worked” and start charging for impact delivered. When you position yourself as an investment, not an expense, you’ll attract those willing to pay for quality. 3️⃣ Make Your Profile & Proposals Irresistible Your Upwork profile (or LinkedIn) should scream “high-level professional.” Ditch the generic introductions. Instead of “I’m a Virtual Assistant with 3 years of experience,” try: “I help 6-figure entrepreneurs systemize their operations so they can scale effortlessly.” 4️⃣ Think Like a CEO If you want to work with high-value clients, study how they think. They love VAs who take initiative, solve problems proactively, and communicate effectively. Want better clients? Start thinking and showing up like a partner, not just a task-doer. 💡 To struggling freelancers: You don’t have to fight for scraps. The clients you dream of exist, you just need to position yourself to attract them. 💰 To CEOs: The best VAs don’t just check off tasks they help you grow. Pay them well, and they’ll bring you time, freedom, and efficiency. Did you get value? Don't keep to yourself, repost to help others. No gatekeeping 🤗
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✅ "The First 60 Minutes Rule." (And Why It Matters Even More If You’re a Virtual Assistant) Let me say this loudly: Your LinkedIn post doesn’t go far because it’s “good.” It goes far because you showed up in the first 60 minutes. Crazy, right? Now let’s add the Virtual Assistant twist, especially if you handle travel planning, scheduling, or executive support. Think of your post like a client’s travel itinerary: ✈️ If you respond fast → everything runs smoothly 💼 If you respond late → everything falls apart LinkedIn works the same way. Here’s how to win the first hour: ❇️ 1. Reply to every comment like it’s an urgent travel update. Fast responses = LinkedIn pushes your post wider. ❇️2. Comment on 3–5 posts right after you publish. It’s like warming up the airport runway before takeoff. ❇️3. Engage with people in your niche, travel, admin, business owners, and busy execs. LinkedIn connects your content to the people you interact with. ❇️ 4. Don’t drop a post and disappear. That’s like booking someone a flight… and forgetting to send their boarding pass. Disaster. ❇️ 5. Keep the energy alive for one hour. If your post gets movement early, LinkedIn will “fly it” across feeds. The secret? Treat your post like a VIP client who needs to travel in the next hour. Show up for your post like a Virtual Assistant, fast, smart, and reliable. LinkedIn will reward you for it.
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How I Automated Calendar Management and Took Back My Time If you’re a Virtual Assistant or manage multiple executives' calendars, this one's for you. (And trust me, you'll thank me later.) Managing the busy and overlapping schedules of several high-level executives or any client can quickly turn into a chaotic mess—especially when they’re in different time zones. I was spending hours manually scheduling meetings, coordinating time zones, sending reminders, and dealing with conflicts. It was overwhelming, and things were slipping through the cracks. Here’s how I turned that chaos into a streamlined, automated system: 1. Automated Meeting Scheduling - I integrated Calendly with Google Calendar so that when a meeting was booked, it was automatically added to the relevant executive’s calendar. No more back-and-forth emails—just smooth, conflict-free scheduling. 2. Time Zone Coordination Made Easy - I used World Time Buddy to automatically convert meeting times to each participant’s local time. Then, I set up Gmail to send confirmation emails with the correct time zones, so everyone was on the same page. 3. Daily and Weekly Schedule Summaries - Every morning, I set up my automation to pull a summary of the day’s meetings and send it to the executives via Gmail and Slack. At the start of each week, a similar overview was sent, helping the executives plan their time effectively. 4. Conflict Detection and Resolution - I configured Google Calendar to watch for potential scheduling conflicts. If a conflict was detected, the system automatically flagged it and sent me an alert with suggested alternative times. This way, I could resolve issues quickly without missing a beat Automated Meeting Reminders and Follow-Up - I set up reminders to be automatically sent 24 hours before each meeting. After the meeting, a follow-up email was sent with key points and any relevant documents stored in Google Drive The Result? I went from spending hours managing calendars to just minutes each day. My workflow is now smooth, my time is reclaimed, and best of all, my executives are always informed and prepared. My name is Munirat Asubiaro. I am a Virtual/Executive Assistant and a Business Process Automation Specialist. I help people with: - General Administrative Tasks - Task and Workflow Automation - CRM integration and Project Management Workflow Let’s connect if you’re ready to streamline your Business Processes and take back your time! P.S. Repost this if you know someone who could benefit from a little calendar automation magic in their life. Which workflow automation would you like me to do next? If you have any questions about this calendar workflow, feel free to ask—I’m here to help! Thank you!
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