Improve OEE, Reduce Downtime, and Enable Real-Time Manufacturing Decisions
Connecting shopfloor data, production systems, and analytics to move manufacturing operations from reactive to intelligent, automated execution.
KPI VISIBILITY
You Track KPIs, But Can You Act on Them in Real Time?
Most manufacturers have the data — but acting on it fast enough to matter is still the gap.
⏱
OEE
Overall equipment effectiveness — are you hitting your availability, performance, and quality targets?
⚠️
Downtime
Unplanned stoppages eat into your output. How quickly can you detect, respond, and prevent recurrence?
📈
Throughput
Units per shift against plan — are your lines performing at capacity consistently?
✔️
Yield
Good units vs. total started. Every quality escape has a cost — and most are preventable.
Insights Are Delayed
Data arrives hours or days later — by the time you see the problem, the damage is done.
Actions Are Manual
Operators and supervisors spend hours deciding what to do — decisions remain manual.
Systems Are Disconnected
Your MES, ERP, SCADA, and historian don’t talk — no full picture for smart decisions.
You can see the problem — but acting on it still takes too much time.
LEADERSHIP PRIORITIES
What Manufacturing Leaders Are Measured On
From plant floor to boardroom — these are the metrics that define performance.
OEE Improvement
Maximize availability, performance, and quality simultaneously across all production lines.
Downtime Reduction
Move from reactive repairs to predictive interventions that eliminate unplanned stoppages.
Production to Plan
Close the gap between scheduled production and actual output with real-time visibility.
Yield & Quality
Detect quality deviations at the source before defects propagate downstream.
Cycle Time
Identify and eliminate bottlenecks that inflate cycle time and reduce throughput.
Energy Efficiency
Monitor energy consumption by asset and shift to uncover waste and reduce costs.
Reporting Speed
Cut hours of reporting into automated dashboards that deliver insights instantly.
Safety & Compliance
Surface safety events, near-misses, and compliance gaps with automated alerts.
Cost per Unit
Connect production losses, scrap rates, and maintenance spend directly to cost.
ROOT CAUSES
Where Manufacturing Operations
Break Down
Break Down
These aren’t technology problems — they’re execution gaps that compound daily.
No Real-Time Visibility
Supervisors walk the floor to understand what’s happening. By the time problems surface in reports, the window has closed.
Unplanned Downtime
Equipment fails without warning. Maintenance teams scramble reactively — losing hours of production.
Disconnected Systems
MES, ERP, SCADA, and QMS operate in silos. Data lives everywhere — integration is still manual.
Production vs. Plan Gap
Schedules slip without anyone catching it in time. Variance is reported too late.
Quality Escapes
Defects are caught too late — after they spread across batches. Root cause takes weeks.
Reporting Burden
Engineers and managers spend hours compiling reports instead of improving operations.
⚠️ Most teams spend more time reporting problems than solving them.
PLATFORM ARCHITECTURE
From Shopfloor Data to Automated Action
A unified stack that turns raw machine signals into decisions — automatically.
1
Unified Data Layer
→
2
AI-Powered Insights
→
3
Workflow Automation
→
4
Insight → Action
PROVEN IMPACT
Direct Impact on Core Metrics
Every capability maps directly to KPIs that manufacturing leaders are accountable for.
▲ 8–12%
OEE
Real-time loss detection and automated response typically yield 8–12 percentage points of OEE improvement.
▼ 25%
Downtime
Predictive maintenance and early-warning alerts reduce unplanned downtime significantly.
▲ 5–9%
Throughput
Eliminating micro-stoppages unlocks additional output from existing assets and labor.
▲ 2–4%
Yield
Early defect detection reduces propagation and improves overall process yield.
▼ 15%
Cycle Time
Bottleneck identification and resolution shrink cycle times and improve delivery rates.
▼ 20%
Maintenance Cost
Condition-based maintenance reduces unnecessary servicing and lowers costs.
IN PRACTICE
Real Manufacturing Scenarios
How MDI moves from signal to action in minutes — not hours.
⚙️ Predictive Maintenance
- Vibration sensor reads 4.2g (threshold: 3.5g)
- AI model correlates with past failure
- Failure probability: 82% within 48h
- Work order dispatched automatically
📊 Production Deviation Alert
- Output shortfall detected (Shift 2)
- System identifies root cause
- Root cause: conveyor speed reduced post-break
- Supervisor alerted with context
🧪 Quality Deviation Response
- SPC breach detected (Batch #442)
- Viscosity reading drift: +0.2 outside spec
- Quality hold triggered on downstream tank
- Recipe adjusted before packaging
THE TRANSFORMATION
The Shift: From Reactive to Intelligent
The same plant. The same people. A fundamentally different operating model.
Yesterday
Reactive Operations- ⏱ Problems discovered hours after they start
- 📄 Manual shift reports take 2–4 hours daily
- 🛠 Maintenance is calendar-based, not condition-based
- 📊 KPIs reviewed in weekly meetings — already stale
- 🔗 Systems are disconnected — data stitched by hand
- ⚠️ Quality escapes reach customers before detection
- 📞 Decisions depend on who answers the phone
Today
Intelligent Operations with MDI- ⚡ AI detects anomalies in real time — before impact
- 📑 Automated reports delivered before shift ends
- 🧠 Predictive maintenance triggered by asset conditions
- 📡 Live dashboards refresh every 30 seconds
- 🔄 All systems unified — one source of truth
- ✅ Quality deviations caught and contained in-process
- 🎯 Actions are systematic, documented, and consistent
WHY MDI
Built Different. By Design.
We're not a dashboard vendor. We're an execution partner for manufacturing operations.
Shopfloor Fluency
We speak OPC-UA, PLC ladders, and ANDON boards — not just APIs and SQL. Our team understands the physical reality of manufacturing before writing a single line of code.
System Preservation
No rip-and-replace. MDI connects to your existing MES, ERP, historians, and SCADA — adding intelligence without disrupting what's already working.
Execution Focus
We don’t stop at insights. Every alert, dashboard, and recommendation is designed to trigger a specific action — by the right person, at the right time.
Ready to Improve Plant Performance?
Join the manufacturers who’ve moved from reactive operations to intelligent, automated execution with MDI.