Performance Review Insights

Are You Really Future-Proofing Your Team—or Just Reviewing Performance? Let’s be honest: annual performance reviews often feel like a checkbox activity. Most leaders have stared at a list of “solid contributors” but still wondered—who is actually future-fit for where we’re headed? Here’s an approach that forces real honesty and gets everyone thinking about what the organization truly needs for tomorrow: For every person in your org (full-time, contractor—everyone), ask just two questions: 1. Would you hire them today, knowing what you know now? 2. How critical are they for the future? (Critical / Not Critical) How do you make this actionable? Plot everyone on a simple 2x2 chart like the one below: • The X-axis is “Would Hire Today?” (Yes/No) • The Y-axis is “Critical for the Future?” (Critical/Not Critical) This creates four groups: • A: Yes, Critical – Invest in, develop, and retain these team members. • B: Yes, Not Critical – Maintain, and consider reskilling or redeployment. • C: No, Critical – Urgently upgrade, develop, or put a succession plan in place. • D: No, Not Critical – Plan for exit or transition. This isn’t just a performance review—it’s a future-fit checkup. In today’s fast-changing world, we need to build for what’s next, not just reward what worked last year. My recommendations: • Don’t wait for a crisis to do this. Make it a regular leadership habit—at least once a year. • Be brutally honest (no “everyone’s critical” allowed). • Align with your leadership team and have a clear action plan, or this will simply drag on. Trust me, it’s uncomfortable at first—but nothing is worse than realizing too late that you don’t have the team you need for what’s ahead. Curious—has anyone else tried a similar approach? What worked (or didn’t) for you? Zinnov

Do your performance reviews still feel like guesswork? The latest SAP SuccessFactors release quietly introduced something game‑changing: AI that actually helps you write feedback and plan goals. Here’s what caught my eye. • The new Performance & Goals module now suggests comments based on the skill and rating you choose. No more staring at a blank box wondering how to phrase constructive criticism. • It generates “performance insights” that sift through an employee’s data and summarize strengths, achievements, and areas to improve. In other words, you walk into one‑to‑ones with a clear picture and a fairer perspective. • Sentiment analysis flags negative or mixed feedback in 360‑degree reviews, so you know where to focus your coaching. • Preparation time for compensation discussions drops by 90% because AI surfaces the right talking points, and overall performance goal‑setting is 80% faster. What this really means is that AI is moving from buzzword to practical tool. It’s taking the busywork out of reviews and letting managers spend more time on real conversations. And it’s doing it while employees still feel seen and fairly evaluated. I’m curious: would you trust AI to help shape feedback and compensation discussions? Have you tried any of these tools yet? Share your experiences — or tag a colleague who should weigh in. #SAPSuccessFactors #PerformanceManagement #AIinHR #PeopleAnalytics #FutureOfWork

𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐀𝐩𝐩𝐫𝐚𝐢𝐬𝐚𝐥𝐬 : 𝐣𝐮𝐬𝐭 𝐧𝐮𝐦𝐛𝐞𝐫𝐬 𝐚𝐧𝐝 𝐫𝐚𝐭𝐢𝐧𝐠𝐬 ? Appraisals are often seen as a scorecard, a moment in time where performance is measured and rated. But shouldn't we be looking at these another way? Performance appraisals have long been perceived as an evaluation tool and an assessment of what’s been achieved in the past year. But if we truly want to develop talent, we must shift the lens. 𝐀𝐩𝐩𝐫𝐚𝐢𝐬𝐚𝐥𝐬 𝐬𝐡𝐨𝐮𝐥𝐝𝐧’𝐭 𝐛𝐞 𝐨𝐧𝐥𝐲 𝐚 𝐫𝐞𝐟𝐥𝐞𝐜𝐭𝐢𝐨𝐧; 𝐭𝐡𝐞𝐬𝐞 𝐬𝐡𝐨𝐮𝐥𝐝 𝐛𝐞 𝐭𝐡𝐞 𝐥𝐢𝐠𝐡𝐭𝐡𝐨𝐮𝐬𝐞 𝐭𝐡𝐚𝐭 𝐬𝐡𝐨𝐰𝐬 𝐚 𝐝𝐢𝐫𝐞𝐜𝐭𝐢𝐨𝐧 A holistic appraisal is much more than ratings and checkboxes. While performance metrics and KPIs provide structure, they don’t capture the full picture. What about the challenges an employee navigated? The skills they acquired? The impact they created beyond defined goals? Their aspirations for the future? If appraisals only measure the past, they miss the opportunity to shape what comes next. This is where feedforward becomes critical—shifting the focus from evaluation to evolution. Instead of just identifying gaps, conversations should center around where an individual wants to go, what skills they need, and how the organization can support that journey. The shift from once a year review to a continuous feedback culture is just as important. Growth is built through ongoing dialogue, coaching, and alignment between individual potential and business needs. When approached this way, appraisals build careers and strengthen the organization’s future. What practices have you experienced/ implemented that made your performance appraisal mechanisms richer? #PerformanceManagement #Feedforward #Appraisals2025

Your Next Team? 100 Agents. The co-pilot era was only the prologue. Today anyone can raise a team of autonomous agents that drafts product-requirement documents, orders inventory, resolves customer issues and negotiates contract terms. In practice, each individual contributor becomes a line-manager—just without the head-count. That flips yesterday’s org chart on its head. First comes governance. Once an agent can roam through Slack, Salesforce and the data warehouse, you must know which tables it touched, whether it stayed inside policy and how a model upgrade cascaded across its peers. Our portfolio company Tray.ai confronts this by enabling every agent with role-based permissions, cost ceilings and a live audit trail—so a marketing intern can spin up a lead-qualifier without giving it the keys to payroll. Divergence shows up on dashboards early, allowing teams to roll back before a runaway collective burns a million tokens or floods finance with bad data. Next is ownership. Some enterprises have created “Digital Workforce Ops” groups that provision, audit and retire agents the way IT once managed servers. Others hand each business unit an agent budget and let local managers prove value before firm-wide standards kick in. Both models can work, but only if usage, spend and exception rates are transparent; otherwise shadow teams scale risk as fast as they create leverage. Then there’s HR. When human head-count shrinks, performance reviews start to look like analysing an ETF. Did a salesperson’s ten prospecting agents hit quota with minimal intervention? Did the finance analyst’s reconciliation collective stay within cost and error thresholds? Career progression will hinge on how well employees curate, govern and retire their digital colleagues. None of this is hypothetical. in our portfolio, Parloa’s voice-AI platform already handles millions of support calls each month with humans parachuting in only for edge cases, and Keelvar’s procurement agents are running ten times last year’s sourcing event volume for customers. Founders building teams today should assume every early hire will manage dozens of agents tomorrow—and should wire audit hooks, cost dashboards and permissions into their infrastructure from day one. If you’re experimenting with agent portfolios—whether in month-end close, supplier onboarding or product discovery—how are you tracking performance, budgets and breakages? And who fixes the mess when one agent’s upgrade knocks another offline? Share your stories below and let’s compare notes.

Mid-senior engineers: Your performance review is not an evaluation. It is a negotiation. And most engineers walk in unprepared to negotiate. I have coached engineers through hundreds of review cycles. The ones who walk out with promotions, raises, and expanded scope do not work harder than everyone else. They prepare differently. Here is the difference: 𝗦𝘁𝗲𝗽 𝟭. 𝗔𝘂𝗱𝗶𝘁 𝘆𝗼𝘂𝗿 𝗶𝗺𝗽𝗮𝗰𝘁, 𝗻𝗼𝘁 𝘆𝗼𝘂𝗿 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 Most engineers list what they did. High performers show what changed because of what they did. Weak: "Built a recommendation engine using collaborative filtering." Strong: "Reduced load time by 40%, unblocking the Q3 release and saving two weeks of engineering time." One sounds like execution. The other sounds like leadership. 𝗦𝘁𝗲𝗽 𝟮. 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝘆 𝘆𝗼𝘂𝗿 𝘁𝗵𝗿𝗲𝗲 𝘀𝘁𝗿𝗼𝗻𝗴𝗲𝘀𝘁 𝗺𝗼𝗺𝗲𝗻𝘁𝘀 Not your busiest moments. Your highest-impact ones. These become the anchor points of every performance conversation you will have. Your manager remembers what you remind them of. You get to choose what that is. 𝗦𝘁𝗲𝗽 𝟯. 𝗡𝗮𝗺𝗲 𝘆𝗼𝘂𝗿 𝗴𝗮𝗽𝘀 𝗯𝗲𝗳𝗼𝗿𝗲 𝘀𝗼𝗺𝗲𝗼𝗻𝗲 𝗲𝗹𝘀𝗲 𝗱𝗼𝗲𝘀 Every engineer has development areas. The question is who frames them first. Weak: Being told "you need to improve your cross-functional communication." Strong: "I have been intentionally building my cross-functional communication skills this quarter, and here is what I have done." One puts you on the defensive. The other puts you in control. 𝗦𝘁𝗲𝗽 𝟰. 𝗕𝘂𝗶𝗹𝗱 𝘆𝗼𝘂𝗿 𝗰𝗮𝘀𝗲 𝗳𝗼𝗿 𝘄𝗵𝗮𝘁 𝗰𝗼𝗺𝗲𝘀 𝗻𝗲𝘅𝘁 A performance review is not a report card. It is your best opportunity to shape the conversation about your next level. Engineers who arrive with a clear ask get considered for it. Engineers who wait to be offered it rarely are. 𝗦𝘁𝗲𝗽 𝟱. 𝗪𝗿𝗶𝘁𝗲 𝗶𝘁 𝗱𝗼𝘄𝗻 𝗮𝗻𝗱 𝘀𝗲𝗻𝗱 𝗶𝘁 𝘁𝗵𝗲 𝗱𝗮𝘆 𝗯𝗲𝗳𝗼𝗿𝗲 One page. Impact, strongest moments, growth areas, and your ask. Send it to your manager before the meeting. This forces the conversation to start from your framing, not theirs. The engineers who control the narrative going in almost always walk out with a better outcome. The engineers who get promoted are not always the ones who did the most. They are the ones who made sure the right people knew exactly what they did. Save this before your next review cycle. If you are preparing for a promotion conversation and want to make sure you walk in ready, message me.

So many of us have sat in performance reviews feeling unsure of what to say, how to advocate for ourselves, or how to make sure our work is seen. I’ve been there too; on both sides of the conversation. What I’ve learned over the years is this: Reviews don’t create clarity. People do. And clarity grows from trust. When trust isn’t present, employees walk away questioning themselves, replaying the conversation, or feeling like essential pieces of their contribution were missed. But with the right tools, review conversations can become moments of truth, growth, and affirmation, not cringe, anxiety, and stress. That’s why I created a companion guide to the manager resource I posted yesterday: Navigate Your Review With Confidence. It's a concise, five-page guide designed to help employees: • Prepare for review conversations with clarity • Ask for the specifics they need • Advocate for recognition without feeling uncomfortable • Stay grounded when emotions or surprises arise • Turn feedback into meaningful next steps This guide is rooted in my Seven Trust Languages framework and designed to support anyone entering a review, whether you’re early in your career, transitioning roles, or stepping into leadership. If you know someone who is gearing up for their review, feel free to share it with them. Here’s to review conversations that center trust, confidence, and honest reflection. #Career #PerformanceReviews #SevenTrustLanguages #Trust #professionalDevelopment #Annualreview

After a decade of sitting in manager meetings, delivering reviews, and coaching others through them, I’ve learned what makes—or breaks—an annual review: Here are 7 practical things you can do right now: 1/ Make it easy for your manager to advocate for you. Don’t just list tasks. Show outcomes. Show business impact. Make the case clear and compelling. 2/ When asking for peer reviews, give them a purpose. Are you aiming for a promo? A stretch project? Let them know. It’ll help them speak to the right strengths that support your goals. 3/ Show how you’re already performing at the next level. As Webflow CEO Linda Tong shared with me in my book, leaders want to see you performing at the next level already. Highlight those moments where you took on leadership, strategic decisions, or tough projects. 4/ Cut the fluff. Don’t list every task you did. Focus on the 20% of projects that drove 80% of results. 5/ Ask your manager to pre-review it. I did this for my teams — help them advocate for themselves in the most impactful way possible. 6/ Anticipate challenges. If there’s a project that didn’t go well, address it. Share what you learned and how you’ve applied those lessons. It builds trust. 7/ Compare across quarters. Show how you’ve grown — not just what you did this cycle. We’re prone to the recency effect. Progress tells a powerful story. 𝗣.𝗦. It’s your career. Own your review.

We’ve all been there. Hours spent in calibration meetings… debating whether someone is a 3 or a 4. And somewhere in that discussion, the real question quietly disappears, Did we actually help this person perform better? That’s the paradox of traditional performance management. Ratings were meant to simplify performance… but they’ve ended up oversimplifying people. Over time, a few patterns have become hard to ignore: • Development conversations get overshadowed by rating debates • Employees walk into reviews with anxiety, not curiosity • Managers struggle to justify numbers they themselves aren’t fully convinced about • Forced distributions create competition where collaboration is needed And yet, the system continues, because it’s familiar. But here’s what’s changing. Organizations that are quietly moving away from ratings are not seeing chaos. They’re seeing better conversations. When the pressure to assign a number is removed, something shifts: • Managers start asking better questions • Feedback becomes more real and timely • Conversations focus on growth, not judgment In one team, removing ratings from mid-year reviews led to a simple but powerful change Managers stopped “evaluating” and started understanding. In another case, narrative-based feedback replaced scores. The result? People finally saw themselves beyond a number. And in project environments, peer inputs brought a much more complete view of performance than any rating ever could. This doesn’t mean ratings disappear overnight. Organizations still need differentiation for compensation and decisions. But maybe the real shift is this: Ratings should inform decisions, not define conversations. Performance is not a number. It’s a continuous story of effort, learning, and impact. So the question for HR leaders is no longer: “What rating should we give?” It’s: “What are we doing every day to enable better performance?” Because the future of performance management won’t be built on ratings… It will be built on conversations. #PerformanceManagement #HRStrategy #LeadershipDevelopment #FutureOfWork #PeopleDevelopment #EmployeeExperience #HRTransformation #ManagerEffectiveness #ContinuousPerformance

Performance reviews often leave people deflated. But the ones that inspire? They focus on potential, not just performance. Here’s how to create those conversations: 1 / Be specific about what you observed Use the SBI model to share it clearly. → Situation: When and where it happened → Behavior: What you observed, not your interpretation → Impact: How it affected the team or results 2 / Challenge them because you care Radical Candor isn’t about being nice or tough.  It’s about doing both. → Make criticism immediate and specific → Show you care about their growth → Praise publicly, critique privately 3 / Use language that opens doors The words you choose shape how people receive feedback. → “You’re not good at this” shuts people down → “You haven’t mastered this yet” creates possibility → That one word — yet — shifts everything 4 / Don’t hide feedback between compliments People remember the start and end better than the middle. → Give praise when you mean it → Give constructive criticism when it’s needed → Keep them separate 5 / Focus on where they’re going When the conversation is about the future, it motivates. → What would success look like for you? → What support do you need to get there? → What skills do you want to develop? 6 / Ask for their perspective too Performance reviews shouldn’t be one-sided. → Have them complete a self-assessment first → Compare notes together in the meeting → They often already know what needs to improve Performance reviews don’t have to be dreaded. Your team wants honest feedback. They just want it delivered in a way that sees their potential, not just their mistakes. ♻️ If this resonates, repost for your network. 📌 Follow Amy Gibson for more leadership insights.