CASE STUDY SS-PF-PI-01 | Commercialization

Global Fresh Pet Food Launch

From Virtual to Vital: Accelerating Market Entry with Digital Twin Simulation

Pet Food | Performance Improvement

24 → 9 Mo

Reduction in Time-to-Market for New Production Line

0 Delay

Immediate Operational Readiness at Equipment Startup

De-Risked

Capital Investment Validated Through Simulation

Challenge

The company faced a high-risk, capital-intensive expansion into fresh pet food manufacturing with significant uncertainty around feasibility, cost, and production performance. Traditional deployment timelines were too slow for market demands, while fragmented data created risk of misaligned decisions. Speed was critical, but not at the expense of quality or profitability.

High-Risk, High-Capital Investment: Fresh pet food production required major equipment and infrastructure integration.
Lengthy Traditional Timeline: Standard deployment estimated at 24 months—too slow for a fast-moving market.
Multiple Unknowns: Feasibility, cost, production rates, and quality metrics were uncertain.
Risk of Misalignment: Lack of a clear, single source of truth for pre-production decision-making.
Critical Need for Speed: The company needed to launch quickly without sacrificing quality or profitability.

Solution

Delta Driver developed a digital twin simulation to model the full production environment using real demand and operational data. Extensive scenario testing enabled leadership to evaluate equipment, workflows, and cost structures before committing capital. This approach provided clarity, reduced risk, and aligned strategic decisions across the organization.

Digital Twin Model: Built a simulation mirroring the proposed production line using real demand and sales data.
Scenario Testing: Ran over 100 simulations covering equipment choices, workflow designs, and operational variables.
Capital and KPI Insights: Generated precise capital budgets, production rates, and cost-per-serving data.
Risk Mitigation: Identified bottlenecks and optimized design before any physical construction.
Strategic Alignment: Provided leadership with actionable insights to confidently plan sourcing, production, and pricing.

Results

The initiative dramatically accelerated time-to-market while reducing execution risk and improving decision quality. Leadership gained confidence through data-driven insights, enabling a profitable and aligned launch. The result was a faster, more controlled deployment with minimized operational and financial risk.

Speed-to-Market: Deployment time reduced from 24 months to just 9 months.
Equipment Ready on Time: New line achieved beneficial use immediately upon installation.
Profitable Launch: Data-driven decisions ensured accurate cost and pricing assumptions.
Alignment Across Teams: Sales, marketing, and operations shared a single source of truth.
De-Risked Investment: Virtual testing minimized errors and costly trial-and-error in real-world production.

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