OpsEdge Consulting LLC, Anoka, MN (2026)

08/17/2026

Technology doesn't fix a broken SIOP process. But the right technology amplifies a great one.

Here's how I think about the tech stack for modern SIOP:

📊 PLANNING PLATFORM
ERP is the system of record, not the planning engine. You need purpose-built IBP/SIOP tools (O9, Kinaxis, Blue Yonder, SAP IBP) for scenario modeling and collaborative planning.

🤖 AI/ML FOR DEMAND SENSING
Statistical forecasting is table stakes. AI/ML models add value when: you have sufficient clean data, you have identifiable leading indicators, and you're willing to manage model governance.

📡 SUPPLY VISIBILITY
Real-time supplier visibility tools (e.g., Resilinc, FourKites) reduce the lag between supply disruption and planning response.

📱 EXECUTIVE DASHBOARDS
Your leadership team won't dig into planning software. Give them a one-page view: service level, inventory health, financial bridge. That's it.

The mistake most companies make: they buy a $2M planning tool and try to automate their way past a process problem.

Fix the process first. Then amplify it with technology.

💬 Want to assess your tech stack against your process maturity? Let's connect: [email protected]

Jesse | OpsEdge Consulting

08/15/2026

Celebrating my 1st year on Facebook. Thank you for your continuing support. I could never have made it without you. 🙏🤗🎉

08/12/2026

CFOs don't speak in forecast accuracy. They speak in dollars.

If you're trying to get executive buy-in for a SIOP redesign, here's how to make the financial case:

💵 INVENTORY REDUCTION
A 10–20% reduction in finished goods inventory is a realistic outcome of mature SIOP. On a $50M inventory base, that's $5–10M in freed working capital.

📉 OBSOLESCENCE & WRITE-OFFS
Poor demand planning = dead inventory. Medtech companies routinely write off 2–5% of inventory annually. SIOP cuts that significantly.

🚚 EXPEDITING COST ELIMINATION
Reactive supply chains pay premium freight and overtime constantly. SIOP eliminates the root cause — not just the symptom.

📈 SERVICE LEVEL IMPROVEMENT
Every 1% improvement in fill rate has a revenue impact. Quantify it for your market before you walk into that meeting.

🔁 MARGIN EXPANSION
When you stop firefighting, you stop making expensive, last-minute decisions. Margin follows discipline.

The ROI of SIOP is real and measurable. But you have to build the business case before you ask for the budget.

💬 I help companies model the ROI before they start. Let's build yours: [email protected]

Jesse | OpsEdge Consulting

07/27/2026

I've seen SIOP implementations fail not because the company lacked talent — but because the design was wrong from the start.

Here are the design principles I use with every client:

📌 ONE PROCESS, NOT MANY
SIOP can't run in parallel with a separate financial forecast, a separate sales call, and a separate ops review. One integrated cycle. One set of numbers.

📌 DECISION RIGHTS FIRST
Who decides what at each phase? If it's unclear, it becomes political. Define it explicitly before you build the calendar.

📌 HORIZON MATTERS
The monthly cycle should cover 18–24 months. Most companies only look 3–6 months out — which means they're always reacting to supply decisions they should have made 6 months ago.

📌 METRICS DRIVE BEHAVIOR
If you measure forecast accuracy but not bias — you'll get accurate-looking numbers that consistently miss. Measure what matters: service level, inventory turns, on-time supply plan attainment.

📌 SIMPLICITY SCALES
Start with a light, high-quality process and expand. Don't try to build IBP on Day 1 if you can't get the basics right.

Great SIOP design is 80% behavioral and 20% technical. The tool doesn't matter as much as the discipline.

💬 Want a process design review? Start here: [email protected]

Jesse | OpsEdge Consulting

07/27/2026

Most companies think they have SIOP.

Most companies have a monthly meeting with a forecast spreadsheet and a lot of debate.

Here's the honest maturity ladder:

LEVEL 1 – REACTIVE 🔴
Firefighting. Heroic effort over process. Everyone is busy but nothing is predictable.

LEVEL 2 – FUNCTIONAL S&OP 🟡
You have a process, but each function runs its own numbers. Alignment is surface-level.

LEVEL 3 – INTEGRATED SIOP 🟢
One set of numbers. Cross-functional accountability. Inventory as a strategic output. Financial linkage.

LEVEL 4 – ADAPTIVE / INTELLIGENT SIOP 🔵
Scenario planning, AI-assisted demand sensing, real-time supply visibility, closed-loop performance management.

Most medtech companies are operating at Level 1 or 2 while believing they're at Level 3.

The gap shows up in: inventory write-offs, missed service targets, margin erosion, and leadership frustration.

What level are YOU at — really?

💬 I offer a complimentary SIOP maturity diagnostic. Let's talk: [email protected]

Jesse | OpsEdge Consulting

07/14/2026

Every SIOP process has a demand review.

Far fewer have a real supply review.

A real supply review answers these questions honestly:
🔩 What is our demonstrated capacity — not theoretical, not rated?
⏱️ Where are our true bottlenecks (constraint resources)?
📦 What's our supplier lead time exposure over the next 12 months?
🔀 What happens to service levels if demand runs +20% above plan?

Most companies show a green/yellow/red capacity dashboard and call it done. That's a status update, not a supply review.

A mature supply review:
✅ Runs rough-cut capacity planning (RCCP) tied to the demand plan
✅ Identifies supply risk at the critical few SKU / resource level
✅ Proposes mitigation options WITH cost and service trade-offs
✅ Feeds directly into the pre-S&OP reconciliation meeting

If your Ops team is always the last to know — it's a supply review design problem.

💬 Let's redesign yours: [email protected]

Jesse | OpsEdge Consulting

07/08/2026

You can't improve what you don't measure. But measuring the wrong things is worse than not measuring at all.

Here are the KPIs I recommend for a mature SIOP scorecard:

🎯 FORECAST ACCURACY (by family, horizon, bias)
Not just overall MAPE — break it down. Bias matters as much as magnitude.

📦 INVENTORY TURNS & DAYS ON HAND
Against target, by category. Show trend, not just snapshot.

🚢 CUSTOMER SERVICE LEVEL (OTIF or Fill Rate)
The ultimate output metric. If this is green, something upstream is working.

⚙️ SUPPLY PLAN ATTAINMENT
Did Operations execute what was planned? If not, why not?

💰 WORKING CAPITAL BRIDGE
Inventory vs. target, explained in dollars. This is the CFO's language.

🗓️ PROCESS ADHERENCE
Did the cycle run on time? Were decision packages delivered? Were decisions actually made?

Most companies measure one or two of these. The best ones measure all six — and use them to drive accountability, not to assign blame.

A scorecard without accountability is just a dashboard.

💬 Need help building your SIOP scorecard? Let's talk: [email protected]

Jesse | OpsEdge Consulting

07/07/2026

In SIOP, the demand review is the foundation. Get this wrong and everything downstream is noise.

Here's what separates a best-in-class demand review from a PowerPoint exercise:

🔢 STATISTICAL BASELINE FIRST
Let the data speak before Sales touches the number. Use time-series modeling (exponential smoothing, causal regression) to set the floor.

🧠 THEN APPLY COMMERCIAL INTELLIGENCE
Layer in what Sales and Marketing know: launches, promotions, competitive dynamics, customer-specific signals.

📏 MEASURE BIAS, NOT JUST ACCURACY
Everyone tracks MAPE (Mean Absolute Percent Error). Few track forecast bias. Consistent over- or under-forecasting destroys inventory positioning and customer service simultaneously.

🏥 IN MEDTECH SPECIFICALLY:
— Account-level granularity matters (hospital systems, IDNs)
— Clinical procedure volume is your leading indicator
— Product transitions require lifecycle-adjusted forecasting

A great demand plan doesn't predict the future perfectly. It reduces the surprise — and creates a process for handling what you couldn't see coming.

💬 If your demand review still looks like a sales call, let's fix that: [email protected]

Jesse | OpsEdge Consulting

07/06/2026

Inventory is the most visible symptom of a broken SIOP process.

Too much? You're burning cash and risking obsolescence.
Too little? You're losing customers and expediting at premium cost.

SIOP gives you the framework to set inventory levels with intention — not instinct.

Here's how mature organizations use SIOP to manage inventory strategically:

📐 STRATEGIC BUFFER DESIGN
Safety stock isn't a gut feel. It's a function of demand variability, lead time, and target service level. Model it.

🎯 SEGMENTED INVENTORY POLICY
Not every SKU deserves the same treatment. A/B/C + X/Y/Z segmentation lets you protect your critical runners while rationalizing your slow movers.

💰 FINANCIAL INTEGRATION
Your CFO doesn't care about days of supply. Connect inventory targets to working capital and cash conversion cycle — now it's a business conversation.

🏥 MEDTECH NUANCE
Lot control, expiry management, and consignment inventory make this even more complex. SIOP has to account for it.

Inventory isn't a warehouse problem. It's a SIOP output.

💬 If you're managing inventory by feel, let's build a better model: [email protected]

Jesse | OpsEdge Consulting

07/05/2026

I've implemented SIOP at companies across medtech, industrial, and consumer goods.

The #1 reason it fails every single time?

👉 Executive disengagement.

SIOP isn't a supply chain initiative. It's a business operating system. And like any operating system, if the C-Suite doesn't run on it — it crashes.

Here's what executive disengagement looks like:
❌ The monthly S&OP meeting gets cancelled "due to scheduling"
❌ Decisions made in the meeting get overridden offline
❌ Leaders show up unprepared and leave uncommitted
❌ The process becomes a reporting exercise, not a decision forum

The fix isn't better slides or bigger teams.

It's redesigning the process so executives feel the consequence of NOT engaging. That means real financial linkage — decisions tied to P&L impact, not just unit counts.

SIOP lives or dies at the top.

💬 If your executive team has checked out of the process, let's talk: [email protected]

Jesse | OpsEdge Consulting

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