Advanced Scheduling Proof of Concept

Validating scheduling ROI before you invest

Quantified outcomes from Advanced Scheduling Proof of Concept (POC) projects

• $1-$2M+ Annualized capacity value/site
• 18-30% Changeover reduction
• 4-5% Throughput improvement
• 700-1,400+ Annual hours recovered

KPIs reflect recovered capacity, reduced changeovers, improved throughput, and reduced execution and inventory risk, quantified using site-specific data and assumptions.

Demonstrated financial and operational outcomes

Neutraceutical

• ~$1.6M–$2.6M annual value
• 722–1,175 annual hours recovered
• 18–20% changeover reduction

Food and Beverage

• 700–1,400 annual hours recovered
• ~30% changeover reduction
• Staffing avoided on marginal lines

Consumer Packaging

• $2.38M annual capacity value
• 4.6% throughput improvement
• 18–22% changeover reduction

Basis of analysis

• Actual production history (typically 6+ months)
• Subset of production lines or a defined value stream
• Site-specific cost, run-rate, and operating assumptions
• Scenarios tested under real operating constraints

*Results vary by product mix, demand profile, and operating model. Each POC produces a quantified value assessment prior to scale decisions.

The methodology—how Zinata validates financial impact

A Zinata Proof of Concept (POC) is a fixed-scope, low-risk value assessment. It quantifies financial improvement opportunities using actual production data before proceeding to a full Advanced Scheduling implementation.

A 4-week, data-driven validation

• Week 1—Data & Constraints: Ingest historical production data (typically 6+ months) and codify operating rules.
• Week 2—Sequencing Design: Design Product Wheels and sequencing logic to balance cost, inventory, and service.
• Week 3—Historical Simulation: Re-run historical demand and compare optimized results to actual performance.
• Week 4—Executive Readout: Deliver quantified value, assumptions, and a go/no-go recommendation.

Client resource commitment

• Planning team: ~12–16 hrs
• Leadership: ~2–4 hrs
• Ops / IT: ~2 hrs each
• Remote delivery. No system changes.

Where Advanced Scheduling creates the most value

Common operating conditions observed in high-impact POCs:

• Reliance on spreadsheets or manual processes beyond ERP
• Dependency on a small number of experts to manage sequencing complexity and changeover loss visibility
• Carry inventory buffers to protect service against schedule instability
• Require financial evidence before committing capital or organizational change

Why partner with Zinata

We digitize tribal knowledge: We extract the subjective rules from your experts and codify them into a repeatable system.

We validate before you buy: Our POC model ensures you never sign a license agreement without knowing the exact dollar value of the return.

Holistic approach: We optimize for Cost, Cash, and Service—giving Finance, Operations, and Sales a unified schedule they can trust.