Meaningful rent growth is still mostly limited to the Midwest and Northeast, BUT ... momentum is shifting again. Most U.S. apartment markets saw rent change levels shift upward over the last three months. Takeaways: 1) Meaningful upward momentum in lower-supplied coastal markets like New York, Oakland, Orange County, San Francisco, Boston, San Diego and San Jose. Most are still below pre-pandemic normal rent growth, but trending in that direction. San Jose is one that quietly snuck up the leaderboard (perhaps thanks to Silicon Valley returning to the office), with rents now up 3.9% YoY. 2) Meaningful upward momentum, too, in high-supplied Sun Belt markets. Rent change is still negative in most of them, but a few are now seeing rent GROWTH again: Tampa, Miami and Houston. And others will likely soon join them in coming months -- with significant momentum coming in San Antonio, Raleigh, Dallas, Fort Worth, Atlanta, Charlotte and Orlando. -- Houston is one that I've pointed out for a while could surprise some given its construction rate came in BELOW the U.S. average throughout this entire cycle. -- Charlotte is an emerging surprise -- with massive supply levels akin to Austin and Nashville, but outperforming both, now with rent cuts measuring less than 1%. -- South Florida has generally held up better than other Sun Belt markets, but it's one area that did some some (modest) deceleration in rent change over the last three months. And it does have more exposure to immigration than other Sun Belt markets, and recent population change data hasn't been as favorable. 3) The Midwest keeps doing its thing, continuing to rank among the national leaders and now seeing more momentum too in places like St. Louis, Kansas City, Cincinnati, Chicago, Minneapolis and Cleveland. The Midwest is home to six of the nation's top 10 markets (among largest 50 in size) for YoY rent growth as of March: Kansas City, Chicago, Cincinnati, Columbus, Detroit and Milwaukee. Any surprises?
Real Estate Supply Chain Challenges
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The financial fault lines of the global economy are shifting. While charts like this map short-term financing and commercial risk, a deeper pattern is emerging: low-risk economies are increasingly interlinked with medium-risk suppliers across Asia, Eastern Europe, and Latin America. Resilience is relational. Supply chain regionalization may reduce distance—but not dependency. Global leaders must assess not only where they operate, but who their suppliers’ suppliers are. Regional risk mapping is the new due diligence. Organizations that embed real-time regional risk modeling into procurement and finance decisions will anticipate shocks before they cascade.
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Applying Japanese Supply Chain Concepts — With Real Metrics That Matter 🇯🇵📊 Japanese supply chain philosophies aren’t just ideas—they translate directly into measurable performance. Here’s how I connect them to real planning and S&OP metrics: 🔹 Just-in-Time (JIT) Focus: Right inventory, right time 📊 Metrics: • Inventory Turns ↑ • Days of Inventory on Hand (DOH) ↓ • Obsolescence & expiry ↓ 🔹 Kaizen (Continuous Improvement) Focus: Small improvements, sustained results 📊 Metrics: • Forecast Accuracy (MAPE) ↓ • Bias reduction over planning cycles • Planning cycle time ↓ 🔹 Kanban Focus: Pull-based flow & visibility 📊 Metrics: • Stockout frequency ↓ • Replenishment lead time ↓ • Adherence to min–max levels ↑ 🔹 Heijunka (Demand & Production Leveling) Focus: Stability over reactivity 📊 Metrics: • Schedule Adherence ↑ • Capacity utilization stability ↑ • Expedited orders ↓ 🔹 Jidoka (Built-in Quality & Exception Management) Focus: Stop issues before they scale 📊 Metrics: • Exception resolution time ↓ • Service Level / OTIF ↑ • Planner firefighting hours ↓ These concepts reinforce a powerful truth: A mature supply chain is not reactive — it is leveled, visible, and continuously improving. Would love to hear how others link lean principles to KPIs in their planning processes.
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Your Procurement Team Is Not a Fire Department🔥 Stop Celebrating Heroics and Start Preventing Fires. Procurement Excellence - FEB 2026 - Firefighting in procurement is the reactive, crisis-driven practice of addressing urgent, unplanned issues such as supply shortages, late contract renewals, or emergency purchases rather than following proactive, strategic processes. Are you constantly putting out fires in procurement? You’re not alone. While firefighting feels heroic; 🚫It drains resources 🚫It burns out teams 🚫It hides the real problem Here are 9 Common Sources of Procurement Fires: (Root Cause & how to extinguish them FOR GOOD): #1. Late PO Approvals ↳Bureaucratic workflows & unclear authority. ↳Extinguish: Streamline approvals; delegate thresholds; use digital workflows. #2. Supplier Shortages ↳Single-source over dependency & poor risk monitoring. ↳Extinguish: Diversify suppliers; implement real-time risk dashboards. #3. Invoice Mismatches ↳Manual data entry & poor PO-invoice reconciliation. ↳P2P automation; 3-way matching tech. #4. Maverick Spending ↳Maverick buying & unclear policies ↳Enforce P2P policy; user-friendly catalogs; spot-buy controls. #5. Talent Burnout ↳Chronic firefighting leads to high turnover ↳Automate low-value tasks; invest in upskilling #6. Cost Overruns ↳Scope creep & poor demand forecasting. ↳Robust change orders; cross-functional planning. #7. Emergency Purchases ↳Reactive planning & no buffer stock strategy. ↳Predictive analytics; safety stock optimization. #8. Supplier Performance Failures ↳Lazy SLAs & no performance tracking. ↳Clear KPIs; regular reviews; penalty clauses. #9. Contract Non-Compliance ↳Buried terms & poor stakeholder awareness. ↳Centralize contracts; automated alerts; regular audits. #Bonus I: Data Silos ↳Fragmented systems, no spend visibility. ↳Integrated tech stack; centralized data lake. #Bonus II: Specification Changes ↳Siloed stakeholder input, late-stage revisions. ↳Early stakeholder engagement; change control boards. Stop Spraying Water & fighting fires Fix the source. Root Cause Analysis (RCA) is your fire inspector. ✅️ 5 Whys Technique: Uncover layered failures. ✅️ Data Mining: Find spend patterns, delays, & exceptions. ✅️ Fishbone Diagrams: Map process, people, tech & policy flaws. Audit ONE fire this week. What’s the biggest fire in procurement function? 🔔 Follow Frederick for more procurement insights ♻️ Share solutions with someone in your network. #Procurement #ProcessImprovement #RootCauseAnalysis #ProcurementTransformation
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I spent 20 years buying apartments in the Sunbelt. Built one of the largest privately held multifamily platforms in the region. Over $13B in transactions. More than $5B distributed to investors. So when I look at where multifamily sits today, I’m not reading someone else’s research deck. I lived this cycle from the inside. Here’s what I see. The supply hangover isn’t over. Over 600K units delivered in 2024. National vacancy hit 7.3%, the highest since at least 2017. Austin rents are down ~20% from 2022 peaks. Phoenix has half its listings offering a month-plus free. Atlanta vacancy doubled to 12%. Everyone says “supply is peaking, 2026 is the year.” They said the same thing about 2025. There are still 400K+ units delivering this year. We’re not through this. The demand side is cracking at the same time. Job growth collapsed in H2 2025—from 500K/month early in the year to 193K. Unemployment for the 20-28 renter cohort hit 7.4%. The BLS revised job numbers down by 911K, meaning the labor market was weaker than anyone thought while all these deals were getting underwritten. Immigration, the quiet demand driver of the last three years, is falling off a cliff. Net migration forecast down 75% YoY. Over 80% of population growth in Dallas and Miami since 2020 came from international migration. In South Florida, renter demand growth is expected to slow 30% this year. That tailwind just became a headwind. So what does this mean for 2026? For most of the Sunbelt—wait and see at best, catching a falling knife at worst. Sunbelt vacancy is running ~200bps above the rest of the country. Rent growth was negative to flat in 2025, forecast at maybe 1-2% in 2026. Meanwhile the Midwest and Northeast are posting 3-5% growth with tight supply. The groups telling you this is the buying opportunity of a decade are the ones who need to deploy capital. Maybe the bottom is here. But the data doesn’t support conviction yet. What I’d watch before getting aggressive: Absorption outpacing deliveries for 2+ consecutive quarters. Job growth reaccelerating above 150K/month. Concessions declining in actual lease comps, not just press releases. And clarity on immigration policy—without that demand driver, the math changes in a lot of these markets. The best deals always come when most people are scared and the thesis is contrarian. We’re getting closer. But we’re not there yet. Patience isn’t sitting on the sidelines. It’s discipline. The operators who win the next cycle will be the ones who didn’t overpay in this one.
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I have spent more than 15 years in Procurement. I have worked with three diverse organizations in those 15 years. While they had many distinguishing things, they all had one thing in common. Everything became important and urgent when it reached Procurement, not before. Yes, everything became important and urgent in all three organizations as soon as it reached the procurement office, not during the preparation of the budget, the annual procurement plan, or the preparation of specs. This quote rings true for many of us who’ve spent years in Procurement, as evidenced by over 35 reactions to my similar comment in reply to Marijn Overvest's post on 10 things every Procurement Professional has to deal with. It’s an issue that goes deeper than poor planning or missed deadlines. It's a symptom of a more significant problem. Let me break it down. Procurement often bears the burden of poor organizational planning. -> Requests come in late. -> There’s no clear alignment between departments. Silos exist. Here’s why: ➡️ Teams work in isolation until it’s urgent, which is how important tasks slip through the cracks. ➡️ User departments don't forecast their needs early. By the time they realize they need supplies, it’s already urgent. ➡️ Procurement is often not included in strategy until the last minute, and other departments may not consider the time it takes to procure. ➡️ A culture prioritizing firefighting over proactive planning can contribute to a reactive procurement approach. When Procurement is rushed, risks multiply. Here are some of the risks: 1️⃣ Poor Vendor Selection 2️⃣ Supply Chain Disruptions 3️⃣ Non-Compliance 4️⃣ Cost Overruns 5️⃣ Quality Issues: The end result? Chaos. Late involvement of procurement guys leads to: ☢️ Projects are delayed, and clients are kept waiting. ☢️ Productivity drops, and morale suffers. ☢️ Procurement seems like the bottleneck, though it often isn’t. ☢️ A reactive approach can hinder collaboration and innovation. ☢️ Organizations are prevented from capitalizing on cost savings, efficiency gains, and strategic advantage opportunities. Here’s how we fix the “urgent-only” mindset. ✅ Establish better communication and collaboration between Procurement and other departments to improve understanding of business needs. ✅ Develop a procurement strategy aligning with the organization's goals and objectives. ✅ Build strong supplier relationships to ensure a reliable and responsive supply chain. ✅ Leverage technology and institute planning tools to streamline processes, improve visibility, and reduce costs. ✅ Promote a culture of continuous improvement and learning within the procurement team. ✅ Enforce internal rules that prevent departments from passing the blame when they’ve failed to plan. What's your thought? Let me know in the comments below. Found this insightful? Like, Share and Repost.
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A customer asked their current supplier for SPC data on a critical dimension. The supplier said it was proprietary. "We've been making these parts for 15 years. You can trust the process." That's not proprietary. That's a red flag. Real processes aren't secret. They're documented, repeatable, and backed by data you can show. When a supplier won't share process parameters, tool life tracking, or control charts, they're not protecting trade secrets. They're hiding that they don't have systems. I see this constantly. Suppliers claim decades of experience but can't produce basic process documentation. They call their methods "proprietary" when asked for feeds and speeds, or "industry standard" when asked about inspection frequency. Reliability doesn't come from mystery. It comes from knowing your process well enough to measure it, control it, and prove it works. Most suppliers keep processes opaque because transparency would expose how little they actually control. No documented parameters. No statistical monitoring. No correlation between what they say matters and what they actually track. Customers should demand to see process data, not accept claims of reliability. Tool life tracking. SPC charts. Material lot traceability with actual system integration, not manual spreadsheets. If a supplier refuses, they're telling you they don't have it. #Manufacturing #QualityControl #ProcessTransparency #SupplyChain #DataDrivenManufacturing
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A Dallas manufacturer just lost $850,000 waiting for robot parts stuck at sea. He called me at 11pm: "I'm 3 days from shutting down everything." Here's the supply chain crisis that's killing American manufacturing: When we mapped our clients' supply chains last month... 73% had single points of failure overseas. One port strike, one trade dispute - and they're dead. The solution? Switch to regional automation vendors. Same robots. Different supply chain. Game changed. The math becomes obvious: International shipping: 6-8 weeks if you're lucky. Regional partners: 48 hours guaranteed. If critical components fail at 2 am, you need solutions by sunrise. I saw this coming when we started franchising RobotLAB. Back then, people called me paranoid for obsessing over proximity. Now they're calling for help. We placed robotics experts within driving distance of major manufacturing hubs. Your supply chain vulnerability checklist: 1. Map every critical component source 2. Identify which have 30+ day lead times 3. Calculate true cost of downtime per day 4. Find regional alternatives for top 3 vulnerabilities 5. Test response times before crisis hits The question isn't whether to localize your automation supply chain. It's whether you'll do it proactively... Or wait until that 11 pm phone call forces your hand. What single point of failure keeps you up at night?
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66% regional growth in Asia-Pacific should excite markets and worry supply chain planners. Global chip sales just hit a record but the growth isn’t evenly distributed. $75.3B in November sounds like a boom. Strategically, it’s a warning sign. Global semiconductor sales rose 29.8% YoY, the highest monthly total ever. But nearly two-thirds of incremental growth came from one region. This isn’t just demand recovery. It’s regional acceleration colliding with supply chain fragility. Here’s what matters beneath the headline: • Asia-Pacific: +66.1% YoY → Capacity gravity is pulling further east • Americas: +23.0% YoY → AI demand remains the primary growth engine • China: +22.9% YoY → Domestic substitution is clearly scaling • Japan: –8.9% YoY → Legacy strength no longer guarantees relevance Semiconductor Industry Association projects the industry nearing $1 trillion in annual sales by 2026. But growth at this scale amplifies geopolitical exposure, not resilience. The next semiconductor cycle won’t be defined by how much demand exists but by where it concentrates and who controls the chokepoints. Does this growth pattern strengthen global supply chains — or make them more fragile? #Semiconductors #SupplyChain #Geopolitics #AIChips #ChipManufacturing #AsiaPacific #MarketCycles #TechPolicy
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