top of page

Stop Constant Firefighting in Production Planning

Late orders, schedule disruptions, and capacity constraints are forcing your team into reactive decisions every day. FactoryTwin helps high-mix, low-volume manufacturers move from firefighting to proactive, data-driven planning, before issues become crises.

The Problem

Production teams in high-mix, low-volume manufacturing environments operate in a near-constant state of reaction. Customer changes arrive without warning. A critical machine goes down. A supplier misses a delivery. Within hours, a carefully built schedule is obsolete, and planners are scrambling to rebuild it manually.


The core issue isn't a lack of effort. It's a lack of system-level visibility. Most manufacturers are reacting to problems that were predictable hours or days earlier, if only they had the tools to see them coming.


Schedules break because demand variability isn't factored in dynamically. ERP-generated plans are built on standard lead times and ideal capacity assumptions, not actual machine availability, real WIP status, or current supplier performance. The gap between plan and reality widens with every shift.


Meanwhile, spreadsheets and whiteboards can't simulate what happens when a key resource becomes unavailable or a critical part is late. Teams lack scenario-modeling tools to anticipate constraints before they become crises.

  • No visibility into system-level constraints. Teams manage individual work orders but have no view of how constraints cascade across the entire value stream. Bottlenecks are discovered only when they've already caused delays.

  • ERP plans don't reflect real shop floor conditions. ERP systems record transactions and generate plans based on static parameters; they can't model what your factory actually looks like right now: which machines are running, where WIP is accumulating, and which orders are genuinely at risk.

  • High variability in demand and routing. Aerospace and defense components follow unique routings with highly variable cycle times. Standard planning tools weren't designed for this complexity; every part behaves differently, and static planning systems can't keep up.

  • No scenario planning tools accessible to SMMs. Enterprise-grade what-if modeling tools require investments that small and medium manufacturers can't justify. The capability gap between large primes and their suppliers creates structural planning disadvantages.

When production teams are perpetually firefighting, the costs compound quickly across the operation:

  • Missed on-time delivery targets erode customer trust, trigger penalty clauses in Aerospace & Defense contracts, and jeopardize future program awards. For Tier 1 and Tier 2 suppliers, OTD is non-negotiable.

  • Excess WIP and longer lead times result from reactive scheduling, causing work to pile up in front of constrained resources, tying up cash, and slowing throughput.

  • Constant rescheduling overhead consumes planner capacity. Teams spend 40–60% of their time maintaining and repairing schedules rather than optimizing them, a compounding productivity loss across every shift.

  • Reduced customer satisfaction follows directly from delivery unpredictability, increasing churn risk, and limiting the ability to win new business.

FactoryTwin integrates your existing ERP, MES, and shop floor data into a unified operational model, then applies AI-powered analytics to help your team see what's coming, simulate alternatives, and act before issues escalate.

FactoryValidator® cleans and validates data across ERP, MES, and operational systems, identifying missing fields, inconsistencies, and outdated records that undermine planning accuracy. Clean data is the foundation that makes everything else possible.
S&OP (Sales & Operations Planning) builds a dynamic model of projected demand, production capacity, and supplier constraints. Scenario modeling allows planners to evaluate the impact of demand surges, resource shortages, and supplier delays before committing to a plan.
S&OE (Sales & Operations Execution) provides real-time visibility into WIP, short-term capacity, and predicted delivery performance. Dynamic drag-and-drop scheduling lets teams re-sequence work in response to actual conditions, not yesterday's plan.
Digital CI identifies recurring bottlenecks and their root causes, helping teams move from patching the same problems to eliminating them structurally.

  • Connect your data sources. FactoryTwin integrates with your existing ERP, MES, spreadsheets, and shop floor systems. No rip-and-replace required, the platform works with what you already have.

  • Build a live digital model of your operations. FactoryTwin constructs a high-fidelity operational model that reflects actual routings, capacity constraints, supplier performance, and demand patterns, not textbook assumptions.

  • Run what-if scenarios before committing. Simulate demand surges, resource shortages, supplier delays, and capacity changes. Evaluate the impact on OTD, WIP, and throughput, and choose the best path forward with confidence.

  • Take proactive action and track outcomes. Adjust schedules, reassign capacity, and communicate changes from a single platform. Track the real impact of every decision on your key metrics and continuously improve over time.

Manufacturers using FactoryTwin report:

  • Up to 20-point improvement in on-time delivery

  • Up to 20% increase in revenue

  • Up to 20% improvement in profitability

  • Up to 50% strengthening of cash flow

  • Up to 20% increase in knowledge worker productivity

Book a 30-minute personalized demo

bottom of page