AI Automation Dojo by Office Samurai

What if you could see how work in your company really happens?

Are you managing your team based on facts or just "monthly averages"? It’s time to look at the real data behind #ProcessIntelligence, #WorkforceOptimization, and #OperationsManagement. In this episode of The AI Automation Dojo, Andrzej Kinastowski discusses why official company flowcharts and PowerPoints rarely match the reality of daily work. While management often relies on averages to distribute tasks, the raw data usually reveals a different story: some teams are overwhelmed with 12-hour workdays while others have hidden capacity. We explore how large organizations can use task mining to identify the real causes of low productivity. Instead of blaming "slow employees," we look at structural issues like system lag, too many meetings, and the "tool fragmentation" where people have to jump between dozens of different applications just to complete one process. This conversation is a guide for operations leaders and GBS/SSC managers who want to use data to balance workloads, improve employee morale, and make better decisions about automation and team size. What you will learn from this episode: 🔸 Why "monthly averages" hide the real bottlenecks in your operations 🔸 How to identify the "quiet heroes" – high-performing employees who are often overlooked 🔸 The impact of "tool fragmentation" (e.g., using 6 different SAP instances simultaneously) 🔸 Case Study: How Vesuvius used data to prove 12-hour shifts during month-end and redesigned their process 🔸 How to reduce team size through natural attrition and better workload balancing 🔸 Why system performance, not employee speed, is usually the reason for delays

AI Agent in Recruitment: CV screening (case study)

How to screen 1,300 CVs in 2 days? Discover #AIAgents and #Automation in this #Recruitment #Enterprise case study. In this episode of the AI Automation Dojo, Andrzej Kinastowski and Ola Kwiecień break down a massive project that actually made it into production. It’s not a theoretical POC; it’s a real-world solution for an HR department that was drowning in 1,300 applications per process. The problem was simple: three people cannot physically read every CV when the volume is that high. We talk about how an AI agent can step in to handle the initial screening, matching candidates against 15 specific requirements without ever being allowed to make the final "hire or fire" decision. You’ll see how to build a system that is both reusable and secure. We dive into the architecture that keeps the AI behind a layer of unattended robots to prevent prompt injections and accidental data leaks. This episode is a must-listen for talent acquisition specialists drowning in piles of applications, as well as for automation leaders looking for a secure way to implement AI within corporate architecture. If you are responsible for HR strategy or digital transformation, you will learn how to reduce application processing time from two weeks to just 48 hours, without sacrificing critical human oversight over AI systems.

12,000 hours saved yearly by automating the right processes

Is your department "fully automated"? That is the greatest corporate lie. Discover #ProcessIntelligence #Automation and #AIAgents in our latest episode. In this episode of the AI Automation Dojo, Andrzej Kinastowski takes a katana to the "Full Automation" myth, the claim by regional managers that their departments have nothing left to improve. In reality, most teams are simply getting "really, really fast" at manual work, acting as "human APIs" by moving data between systems like Salesforce and Excel. We discuss how to stop relying on subjective surveys and workshops and start using Process Intelligence as a "digital MRI" for your operations. You will learn how to uncover the "micro-tasks" and "shadow processes" that employees forget to report because they are so deeply ingrained in muscle memory they don’t even register them as "work" anymore. This episode is for Automation Champions, transformation leaders, and CFOs who demand hard, quantified financial proof instead of "magic." We show how to turn millions of raw user clicks into board-ready business cases, featuring a real-world example of a global client who recovered 12,000 manual work hours per year. Download the AI Automation Playbook [https://office-samurai.com/2026-ai-automation-playbook/?utm_source=youtube&utm_medium=organic&utm_campaign=ai_playbook_2026_description_20260408].

AI Automation Playbook: 6 steps to avoid the 95% failure rate of AI projects

Why do 95% of #EnterpriseAI projects fail? Stop the #PilotPurgatory and master the #AIAutomationPlaybook with #OfficeSamurai. ROI is a ladder. #AI  In this episode of the AI Automation Dojo, Andrzej Kinastowski, co-founder of Office Samurai, cutsthrough the "consulting bullshit" to explain the AI Paradox. While 75% of companies claim to use AI, most are just "driving a warp-speed spaceship to the mailbox." Without a methodical approach, 95% of vertical AI projects never scale, staying stuck as expensive demos that never deliver real value. 🚀 STOP EXPERIMENTING, START BUILDING: Download the AI Automation Playbook here: 👉https://office-samurai.com/2026-ai-automation-playbook/?utm_source=youtube&utm_medium=organic&utm_campaign=ai_playbook_2026_description_20260325 [https://office-samurai.com/2026-ai-automation-playbook/?utm_source=youtube&utm_medium=organic&utm_campaign=ai_playbook_2026_description_20260325] 🎥 DEEP DIVES MENTIONED IN THIS EPISODE: * CyberOla: Watch how we built our internal HR assistant to handle soul-crushing repetitive questions—and why governance is required to stop your AI from approving exotic pets in the office 👉 https://youtu.be/OKQooVgSaI8 [https://youtu.be/OKQooVgSaI8] * The Agentic Recruitment Workflow: See how specialized agents handle phishing guards, resume extraction, and candidate matching to support human recruiters 👉 https://youtu.be/9ugaaoFr0Io [https://youtu.be/9ugaaoFr0Io] We explore why giving everyone a "digital hammer" doesn't mean a house will build itself and how "Shadow AI" is creating a digital speakeasy in your accounting department. Andrzej introduces the 6-Phase Survival Guide—a step-by-step ladder to take your organization from chaotic prompt-engineering to a fully integrated digital workforce.  From the infamous "Parrot Incident" in HR to slashing a six-month finance review down to just four weeks, this episode is packed with real-world wins and hard-earned lessons on why you must keep a "Human-in-the-Loop".

Case study: 60% document automation in large-scale logistics

Stop #Logistics chaos with #AI #Automation. See how #UiPath #IDP #ProcessIntelligence & #AIAgents fix the #PDFsmoothie in #BusinessAutomation #GenAI.  In this episode of the AI Automation Dojo, Andrzej Kinastowski (co-founder of Office Samurai) dives into the "swamp" of European logistics. Forget clean PDFs, we are talking about "potato quality" photos of crumpled delivery notes taken on a driver's knee. We explore how to solve the "PDF Smoothie" problem: those massive files where invoices, CMRs, and delivery notes are all stapled together in total digital chaos.  The conversation shifts from traditional, rigid OCR and RPA 1.0 to a GenAI-native approach. You will hear why keyword classifiers fail against "final boss" documents like Delivery Notes (Lieferschein), which lack any standard layout. We break down a real-world case study where theclient dreamed of 30% automation, but by using UiPathDocument Understanding and the next-gen IXP, we pushed the results past 60%. This episode is for COOs, CFOs, and Automation Leads who are tired of "meatware", using intelligent humans as miserable text parsers to bridge the gap between systems. If your RPA program has stalled and the board is demanding real ROI from AI, these 30 minutes will show you how to build systems that don't just search for words, but actually understand theintent and context of your data.