Workflow Decision-Making Models

Strong leaders know: good decisions aren’t just about instincts or expertise - they come from the process we use to make them. Here are a few practical frameworks that help bring clarity, speed, and alignment: RAPID (Recommend, Agree, Perform, Input, Decide) Helps clarify who does what in the decision process. Avoids confusion by assigning roles, so decisions don’t get stuck in endless loops. RACI (Responsible, Accountable, Consulted, Informed) Perfect for cross-functional work. It defines ownership and communication so everyone knows their role, whether they’re driving, deciding, or simply staying in the loop. Decision Matrices A structured way to evaluate options against weighted criteria. Useful when facing complex trade-offs with multiple variables. Pre-mortems Imagine the decision has failed, ask why and plan against those risks. It strengthens resilience and highlights blind spots. Two-Way Door vs. One-Way Door (Jeff Bezos’ model) Some decisions are reversible (two-way doors) and can be made quickly. Others (one-way doors) need deeper analysis. The trick is knowing which is which. How to implement these models: • Pick one framework and try it in your next project decision. • Train teams gradually, introduce tools in small steps so they stick. • Debrief regularly, review not just outcomes, but how decisions were made. The right process won’t remove uncertainty but it will reduce wasted time, clarify accountability, and make outcomes stronger.

𝟱 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗠𝗮𝗸𝗶𝗻𝗴 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀 Decision-making frameworks provide leaders with structured approaches to tackle complex problems, improve team alignment, and drive better outcomes. By using these tools, leaders can enhance their decision-making process, save time, and increase the likelihood of making successful choices. Here are 5 powerful frameworks every leader should know: 𝗧𝗵𝗲 𝗖𝘆𝗻𝗲𝗳𝗶𝗻 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 ↳ Description: Helps leaders identify the context of a situation (simple, complicated, complex, or chaotic) and choose appropriate actions. ↳ Used for: Adapting leadership style and decision-making approach based on the nature of the problem. 𝗧𝗵𝗲 𝗚𝗼𝗹𝗱𝗲𝗻 𝗖𝗶𝗿𝗰𝗹𝗲 ↳ Description: Focuses on the "Why," "How," and "What" of decision-making, emphasising the importance of purpose. ↳ Used for: Aligning decisions with core values and organisational mission. 𝗖𝗦𝗗 𝗠𝗮𝘁𝗿𝗶𝘅 ↳ Description: Organises information into Certainties, Suppositions, and Doubts. ↳ Used for: Clarifying knowledge gaps and guiding further investigation before making decisions. 𝗥𝗜𝗖𝗘/𝗜𝗖𝗘 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 ↳ Description: Prioritises options based on Reach, Impact, Confidence, and Ease (or Effort). ↳ Used for: Objectively evaluating and ranking multiple options or initiatives. 𝗘𝗶𝘀𝗲𝗻𝗵𝗼𝘄𝗲𝗿 𝗠𝗮𝘁𝗿𝗶𝘅 ↳ Description: Categorises decisions based on importance and urgency (or impact and reversibility). ↳ Used for: Prioritising tasks and allocating appropriate time and resources to decisions. By incorporating these frameworks into your leadership toolkit, you can enhance your decision-making process, foster better team collaboration, and drive more successful outcomes for your organisation. 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝘆𝗼𝘂: Which of these decision-making frameworks resonates most with your leadership style, and why? Share your thoughts in the comments! #LeadershipSkills #DecisionMaking #BusinessStrategy

➡️Are your leadership decisions structured or reactive? ➡️Do you find yourself stuck in decision fatigue, struggling with competing priorities? ➡️Want to know how high-impact leaders cut through the noise and make strategic, confident choices? I just published a new article sharing proven decision-making frameworks that top leaders use to navigate complexity and drive results. These models have helped me lead high-performing teams in healthcare and beyond—and now, I’m sharing them with you. Inside the article, you’ll discover: ✅ The OODA Loop—Make rapid, informed decisions in fast-paced environments. ✅ The Eisenhower Matrix—Prioritize tasks like a pro and eliminate time-wasters. ✅ The SWOT Analysis—See the bigger picture before making key strategic moves. ✅ The 5 Whys—Uncover the root cause of recurring problems and solve them for good. ✅ How to choose the right framework for the right situation! Decision-making is a skill you can master. When you apply the right framework at the right time, you gain clarity, confidence, and better outcomes. Which decision-making framework do you use the most? #Leadershiptidbits #CareerGrowth #StandOutWithIntent #LeadershipDevelopment

BPMN for Business Analysts: What, How, Why + a Simple Step-by-Step If you’ve seen “BPNM” floating around, the intended term is BPMN Business Process Model & Notation. It’s the global standard to visualize how work flows across people, systems, and teams. What is BPMN? A visual language with a small set of symbols to map processes end-to-end: • Events (circles): something starts/ends/happens (start, timer, error). • Activities (rounded rectangles): work done (task, subprocess). • Gateways (diamonds): decisions/splits/merges (XOR/OR/AND). • Flows & Messages (arrows): sequence vs. cross-team communication. • Pools/Lanes: who does what (orgs, teams, roles). • Artifacts: data objects, annotations, groups. How does it work? You place these symbols on a canvas to tell the story of a process from trigger to outcome capturing paths, exceptions, data handoffs, and responsibilities. Because the notation is standard, business, tech, QA, and automation platforms can all read the same picture. Why should a Business Analyst learn BPMN? • Clarity: turns messy narratives into one shared truth. • Alignment: reduces ambiguity between business & dev teams. • Traceability: links process steps to requirements, rules, and KPIs. • Automation-ready: many workflow engines (Camunda, Appian, etc.) use BPMN. • Improvement: surfaces bottlenecks, rework, and compliance gaps. • Scalability: easy to maintain, review, and version as processes evolve. A Simple Step-by-Step to Model with BPMN: 1. Define the goal & scope: What’s the business outcome? Where does the process start/stop? 2. Identify actors & boundaries List teams/systems → map them as pools/lanes. 3. Gather the “happy path” Capture the default flow first, from start event → end event. 4. Add tasks & sequence flows One task = one clear action. Keep verbs precise (“Validate KYC”, “Generate Invoice”). 5. Model decisions with gateways Use exclusive (XOR) for either/or, parallel (AND) for simultaneous work. 6. Place messages & data Cross-team handoffs = message flows; attach data objects where inputs/outputs matter. 7. Capture exceptions & timers Timeouts, cancellations, escalations → boundary events on the affected tasks. 8. Refine with subprocesses Hide detail that’s too deep; link to a child diagram when needed. 9. Validate with stakeholders Walk through scenarios, edge cases, and SLAs. Fix naming, remove noise. 10. Measure & improve Tag steps with KPIs (cycle time, wait time, error rate). Note pain points. 11. Version & publish Store the diagram, decisions, and assumptions; keep an As-Is and To-Be.

Before you make a decision, define what you know! In every real-world decision problem, people rush to design a policy. But what they skip is foundational: 🔍 What do you know right now? 🔁 How does the world change when you act? These two questions define your state variable and state transition function. And if you skip them, your policy won’t stand on solid ground. In the frameworks I used in industry, every decision model I create starts with: 1️⃣ State variable: What information do you have right now that’s relevant to the decision? • Inventory levels • Open orders • Current locations • Weather forecast • System status 2️⃣ Transition function: How does the state evolve based on: • Your decision • Random events • Time This has nothing to do with your policy. It’s just the physics and flow of your system. But here’s where I have seen most people go wrong: They mix the two. They write code that implicitly assumes the policy while updating the state. So when you want to try a new decision rule, you realize… the whole model has to change. ⚠️ That’s a design failure. Instead: • Let the state transition function handle how the world updates. • Let the policy decide what to do in the current state. That’s it. This separation gives you flexibility, testability, and long-term maintainability. It’s how you move from one-off scripts to decision systems. Want to optimize? Forecast? Simulate? Learn? You can’t do any of that until you’ve framed the problem!

Think like a consultant: 6 decision-making frameworks worth stealing. I used to believe that strong decision-makers relied on their instincts to make good decisions. But when I joined BCG as a consultant, I actually learned that the best decision-makers rely less on instinct. And rely more on frameworks that shape their decision-making process. Here are 6 decision-making frameworks that you can steal from consultants to make quicker and safer decisions: 𝘔𝘢𝘬𝘦 𝘲𝘶𝘪𝘤𝘬𝘦𝘳 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯𝘴:  𝟭. 𝗖𝗼𝘀𝘁-𝗕𝗲𝗻𝗲𝗳𝗶𝘁 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝘋𝘰𝘦𝘴 𝘵𝘩𝘪𝘴 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯 𝘤𝘳𝘦𝘢𝘵𝘦 𝘯𝘦𝘵 𝘷𝘢𝘭𝘶𝘦?  • If the benefits outweigh the costs → decide and move forward.  • If the costs outweigh the benefits → do not proceed. Either redesign the decision to create more value (scope, timing, ownership, or risk profile) or stop it entirely.  𝟮. 𝗢𝗻𝗲-𝗪𝗮𝘆 𝘃𝘀 𝗧𝘄𝗼-𝗪𝗮𝘆 𝗗𝗼𝗼𝗿𝘀 𝘐𝘴 𝘵𝘩𝘪𝘴 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯 𝘳𝘦𝘷𝘦𝘳𝘴𝘪𝘣𝘭𝘦 𝘰𝘳 𝘪𝘳𝘳𝘦𝘷𝘦𝘳𝘴𝘪𝘣𝘭𝘦?  • If it’s reversible → optimize for speed and learning.  • If it’s irreversible → optimize for accuracy and rigor.  𝟯. 𝗩𝗮𝗹𝘂𝗲 𝗼𝗳 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝘞𝘰𝘶𝘭𝘥 𝘢𝘥𝘥𝘪𝘵𝘪𝘰𝘯𝘢𝘭 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘤𝘩𝘢𝘯𝘨𝘦 𝘺𝘰𝘶𝘳 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯?  • If no → decide now and move on.  • If yes → be explicit about what information, by when, and at what cost, then decide as soon as that threshold is met. 𝘔𝘢𝘬𝘦 𝘴𝘢𝘧𝘦𝘳 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯𝘴:  𝟰. 𝗘𝘅𝗽𝗲𝗰𝘁𝗲𝗱 𝗩𝗮𝗹𝘂𝗲 𝗧𝗵𝗶𝗻𝗸𝗶𝗻𝗴 𝘞𝘩𝘢𝘵 𝘪𝘴 𝘵𝘩𝘦 𝘱𝘳𝘰𝘣𝘢𝘣𝘪𝘭𝘪𝘵𝘺 𝘰𝘧 𝘵𝘩𝘦 𝘣𝘦𝘴𝘵 𝘰𝘶𝘵𝘤𝘰𝘮𝘦 𝘢𝘯𝘥 𝘵𝘩𝘦 𝘸𝘰𝘳𝘴𝘵 𝘰𝘶𝘵𝘤𝘰𝘮𝘦 𝘩𝘢𝘱𝘱𝘦𝘯𝘪𝘯𝘨?  • If the expected best-case scenario is highly likely to occur → move forward.  • If even a low-probability outcome creates unacceptable or irreversible damage → redesign the decision or do not proceed.  𝟱. 𝗦𝗲𝗰𝗼𝗻𝗱-𝗢𝗿𝗱𝗲𝗿 𝗘𝗳𝗳𝗲𝗰𝘁𝘀 𝘞𝘩𝘢𝘵 𝘣𝘦𝘩𝘢𝘷𝘪𝘰𝘳𝘴, 𝘪𝘯𝘤𝘦𝘯𝘵𝘪𝘷𝘦𝘴, 𝘰𝘳 𝘧𝘶𝘵𝘶𝘳𝘦 𝘤𝘰𝘯𝘴𝘵𝘳𝘢𝘪𝘯𝘵𝘴 𝘸𝘪𝘭𝘭 𝘵𝘩𝘪𝘴 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯 𝘤𝘳𝘦𝘢𝘵𝘦?  • If second-order effects are understood, bounded, and manageable → move forward.   • If they are material, compounding, or poorly understood → mitigate, stage, or reconsider the decision.  𝟲. 𝗣𝗿𝗲-𝗠𝗼𝗿𝘁𝗲𝗺 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝘈𝘴𝘴𝘶𝘮𝘦 𝘵𝘩𝘦 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯 𝘧𝘢𝘪𝘭𝘦𝘥, 𝘢𝘯𝘥 𝘢𝘴𝘬, “𝘞𝘩𝘺 𝘥𝘪𝘥 𝘪𝘵 𝘧𝘢𝘪𝘭?”  • If the main failure modes can be mitigated, monitored, or limited → proceed with safeguards.  • If failure modes are uncontrollable or existential → do not proceed. These consulting frameworks don’t make the decisions for you. But they make the decision process easier. What’s one framework you rely on when the stakes are high? Like my content? Follow Till for more on AI, consulting, and leadership.