AI-Driven Supply Chain Planning and Digital Twins Corporate Training
Build AI-driven demand forecasts and a living digital twin of your supply network in live guided labs.
Edstellar, a corporate training company, delivers corporate training that helps your team plan with AI-driven forecasts and digital twin simulation. Employees master demand forecasting, inventory optimization, and network disruption modeling through guided labs led by practitioners. Each session is tuned to your planning tools, network, and workflows.
Instructor-led group trainingVirtual / on-site / off-site10 languagesDelivered inEnglish, Spanish, Mandarin, German, Arabic, Portuguese, Hindi, French, Japanese, Italian100+ countriesWe have delivered inUnited States, United Kingdom, India, Canada, Germany, France, Netherlands, UAE, Saudi Arabia, Singapore, Australia, Japan, Brazil, South Africa and 90+ more countries
How we build a resilient, forecast-driven supply team
The Edstellar SUPPLY CHAIN PLANNING Capability Model
Assess planning maturity
Diagnostics score your forecasting accuracy, data quality, and twin readiness.
Standardize planning workflows
Shared templates align forecasting, inventory, and S&OP practices.
Practice in guided labs
Teams run forecasting, inventory, and twin labs on realistic supply data.
Measure plan performance
KPIs track forecast accuracy, service levels, and cost to serve.
Scale digital twins
Extend twin-based planning across sites, lanes, and suppliers.
Need more than one program?Get a group quote
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Program Overview: What is AI-Driven Supply Chain Planning and Digital Twins?
AI-Driven Supply Chain Planning & Digital Twins is a 24-hour instructor-led program for supply chain planners, operations teams, and S&OP leaders. It covers supply data readiness, machine learning demand forecasting, AI-driven inventory and replenishment, building a digital twin, and logistics optimization. Participants work across six guided modules on realistic supply data.
Each module pairs instructor-led concepts with guided labs on realistic supply data, so teams practice the planning workflows they use daily. Instructors coach participants on model choices, forecast review, and keeping planners in the loop, with feedback after every practice task. Learners build demand forecasts, replenishment plans, and a digital twin prototype, and optimize logistics routes. The program closes with a five-hour capstone where teams integrate every model into one end-to-end digital twin planning lab.
Teams on static spreadsheets and gut feel face stockouts, overstocks, and slow reactions when demand shifts. This program teaches them to forecast demand with machine learning, optimize replenishment with AI, and test decisions in a digital twin first. AI drafts the plans; the team reviews for bias, service risk, and cost.
Teams integrate forecasting, inventory, and twin models into one planning workflow, stress-test a disruption, and present a recovery plan. The next supply shock gets rehearsed in the twin before it hits the real network.
Every module pairs instructor-led concept delivery with guided labs on realistic supply data, so your team practices the planning workflows they will use daily. Participants learn to keep planners in the loop: AI drafts forecasts and replenishment plans, your team reviews for bias, service risk, and cost. By the end, your team leaves with reusable planning templates, a digital twin prototype approach, and a practical roadmap for bringing AI-driven planning into their S&OP rhythm without disrupting operations.
What's Included in this Workshop for Your Enterprise Teams
- 1
Supply data readiness
Cleanse and harmonize ERP, WMS, and TMS data for AI.
- 2
ML demand forecasting
Build, tune, and measure forecasts your planners trust.
- 3
Inventory optimization
Set safety stock and replenishment policies with AI.
- 4
Digital twin modeling
Build and stress-test a living supply network twin.
- 5
Logistics optimization
Optimize routes, slotting, and last-mile cost to serve.
- 6
Capstone operating plan
Integrate every model into a disruption-tested plan.
- Instructor-led delivery across virtual, onsite, and hybrid
- Guided labs in every module with instructor coaching
- Capstone digital twin plan, reviewed with your team
- Flexible scheduling around your planning calendar
- Lab guides and reusable planning templates included
- Group size and batches set along with you
Build your team's skills. Anywhere in the world.
Real-world use cases
from day one
Instructor-led training
for your teams
Delivered globally
in 100+ countries
Enterprise Training Solutions Customized for Your Company
One partner for instructor-led corporate training, delivered the way your teams work.
Request a Training Quote- Customized Training Delivery
- Scale Your Training: Small to Large Teams
- In-person Onsite, Live Virtual or Hybrid Training Modes
- Plan from 2000+ Industry-ready Training Programs
- Hands-On Labs on Live Infrastructure, Led by Industry Experts
AI-Driven Supply Chain Planning and Digital Twins Course Topics and Program Outline
A tailored 24-hour, six-module workshop: one learning journey from supply data readiness to a capstone digital twin plan. Sessions pair concepts with labs on real-world supply scenarios. Materials include lab guides and planning templates, plus a capstone assessment.
Built by Edstellar with supply chain planners
Built by practitioners who run AI-driven forecasting and digital twin programs in production, shaped around your stack and use cases.
Skill checks map your team's forecasting accuracy, planning maturity, and supply data fluency before training begins.
Live instruction covers supply data readiness, forecasting methods, and digital twin concepts in 3 focused hours.
Guided labs build forecasting, inventory, and twin-modeling skill across 12 hours of supervised practice.
Your team runs logistics optimization and a full digital twin capstone in 9 hours, reviewed by the instructor.
From supply data readiness to a digital twin capstone, every technique is practiced in guided labs.
Delivered as
Delivered as 24 instructor-led hours across virtual, onsite, or hybrid formats, scheduled around your planning calendar.
Connect sample ERP, WMS, and TMS extracts, cleanse them, and map a supply network ready for AI planning.
learna)ERP, WMS, and TMS data landscapes
b)Data cleansing and harmonization for AI
c)Network, lane, and node mapping
d)Planning KPI baselines: OTIF, fill rate, accuracy
Build and tune an ML demand forecast on realistic sales data, then defend its accuracy metrics.
practicea)Time-series and regression forecasting models
b)Feature engineering: promotions, seasonality, events
c)Accuracy metrics: MAPE, WAPE, and bias
d)Lab: build and tune a forecast in a planning sandbox
Simulate replenishment policies against demand scenarios and select the lowest-cost service-safe plan.
practicea)Safety stock and service-level optimization
b)Multi-echelon inventory positioning
c)Replenishment policies and lot sizing
d)Lab: simulate policies against demand scenarios
Assemble a digital twin of a supply network and run a disruption scenario to quantify its impact.
practicea)Digital twin architecture and data feeds
b)Modeling nodes, lanes, and constraints
c)Disruption and what-if simulation
d)Lab: build a network twin in a simulation sandbox
Run a route and slotting optimization on shipment data and compare cost-to-serve outcomes.
applya)Transport and route optimization
b)Warehouse slotting and labor planning
c)Last-mile cost and service levers
d)Lab: run route optimization on shipment data
Deliver an integrated, disruption-tested operating plan for a supply network, reviewed by the instructor.
applya)Capstone brief and success criteria
b)Integrate forecast, inventory, and twin models
c)Stress-test a disruption scenario
d)Recovery plan presentation and instructor review
Customize this program tailored to your team?
Tell us your training needs: what your team already works with, the level they’re at, and the topics you want them to focus on. We’ll adjust the modules, duration and hands-on labs, and send you a customized outline for your group.
Key Skills and Outcomes Your Team Will Gain
Your team leaves this program with practical AI-driven planning skills they can apply from the next cycle: mapping supply data, forecasting demand, optimizing inventory, modeling digital twins, simulating disruptions, and running one integrated planning review.
Map supply chain data for AI
Connect ERP, WMS, and TMS sources into clean, harmonized datasets ready for forecasting and twin modeling.
Build ML demand forecasts
Engineer features and train time-series models, then measure accuracy with MAPE, WAPE, and bias.
Optimize inventory levels
Set safety stock and replenishment policies that protect service levels at the lowest working capital.
Model a supply network twin
Build a digital twin of nodes, lanes, and constraints fed by live planning data.
Simulate disruptions
Run what-if scenarios in the twin to quantify impact and rehearse recovery plans.
Optimize logistics
Apply optimization to routes, warehouse slotting, and last-mile delivery to cut cost to serve.
Run an integrated planning review
Combine forecast, inventory, and twin outputs into one defensible operating plan.
Teams that Benefit from this AI-Driven Supply Chain Planning and Digital Twins Group Training
Built for planning, procurement, and logistics teams that own forecasting and network decisions. Content adapts to each cohort's tools, data, and network, so every group practices the workflows it owns, from data readiness to twin simulation.
Forecast demand with AI confidence.
Planning teams build machine learning forecasts and rehearse scenarios in a digital twin, so plans hold up when demand shifts.
Workflow friction
- Forecasts that miss demand shifts
- Spreadsheet planning that cannot scale
- Late reaction to disruptions
How the program helps
- ML forecasts tuned to your demand
- What-if scenarios in a live twin
- Reusable planning templates
Practice use cases
- demand forecasting
- twin simulation
- S&OP reviews
De-risk supply with smarter sourcing plans.
Sourcing teams use forecast and twin insights to plan buys, qualify alternates, and respond to supplier risk early.
Workflow friction
- Single-source exposure
- Surprise supplier failures
- Expedite costs piling up
How the program helps
- Risk-aware sourcing plans
- Supplier scenario modeling
- Lower expedite spend
Practice use cases
- sourcing scenarios
- supplier risk
- buy planning
Optimize lanes, warehouses, and last mile.
Logistics teams optimize routes, slotting, and last-mile plans with AI, cutting cost to serve without cutting service.
Workflow friction
- Rising freight costs
- Inefficient warehouse layouts
- Missed delivery commitments
How the program helps
- Lower freight and last-mile cost
- Smarter warehouse slotting
- Reliable delivery promises
Practice use cases
- route optimization
- slotting labs
- last-mile planning
Align demand, supply, and finance on one plan.
S&OP stakeholders run one integrated plan from forecast to finance, with scenarios that show trade-offs clearly.
Workflow friction
- Misaligned demand and supply
- Plans finance cannot trust
- Slow consensus cycles
How the program helps
- One integrated operating plan
- Scenario trade-off analysis
- Finance-ready plan outputs
Practice use cases
- integrated planning
- scenario reviews
- plan alignment
Cohorts can mix roles or stay team-specific; labs adapt to the planning workflows your group owns.
Prerequisites: This program benefits supply chain planners, procurement and logistics professionals, and S&OP stakeholders who own forecasting or network decisions. Familiarity with basic planning concepts helps but is not required, and no prior AI experience is needed. Content adapts to each cohort's tools and data, so beginners and experienced planners each practice at the right depth.
Supply Chain Planner to AI-Driven Planning Specialist
Tracks how planners progress from basic supply data work to advanced digital twin planning across the program's learn, practice, and apply phases.
A program that grows with supply chain careers, from data readiness basics to confident digital twin planning.
Mixed cohort, or several teams at once?
We can tailor the training to different teams, roles, and experience levels within the same program.
Certificate of Training Completion.
On successful completion, employees receive an Edstellar course completion certificate, recognizing their commitment to ongoing learning and professional development. It validates the skills they have built and motivates them to keep growing and contribute to organizational success.
Earned, not attended. Awarded on completion of all hands-on labs and the capstone project.
Training Delivery Modes: Virtual, Onsite and Hybrid
Choose how your team learns: live virtual sessions, onsite training at your office, or a hybrid mix. Every format includes the same guided labs, instructor coaching, and capstone build.
Hybrid Training
Blend live virtual sessions with onsite days so distributed planning teams learn together with hands-on lab support.
- Mix live virtual and onsite sessions
- Labs and coaching in every module
- Scheduled around your planning calendar
- Same capstone build in any format
Onsite Training
We bring the instructor, lab environments, and coaching to your office for focused team training.
- Instructor and labs at your office
- Team-specific examples and supply data
- Direct coaching during lab time
- Scheduled around your planning calendar
Live Virtual Training
Join live from anywhere with cloud planning environments, breakout labs, and real-time instructor coaching.
- Live instructor-led online sessions
- Cloud planning environments provided
- Breakout labs with instructor support
- Recordings and materials included
Need a training format that works for your team?
Full days, half days across weeks, or split by module. Tell us the delivery window and we schedule the cohort around it.
Frequently Asked Questions
Share your team size, timelines, and delivery preference, and we will send a detailed per-group quote with batch options.
Yes. A short discovery call aligns the program with your planning tools, team size, and supply chain goals before you commit.
Yes. The program runs live virtual, onsite, or hybrid, with guided labs in every module regardless of format.
Yes. Onsite delivery brings the instructor and lab setup to your office, scheduled around your team's calendar.
The program runs 24 instructor-led hours, typically delivered over 3 to 4 days or split across weeks for your team.
Question not answered here?
Put it in the request. A training specialist answers it directly, within one business day.
Where this Training Fits in Your Team's learning path.
Digital twin planning comes after AI is in use across the supply chain and demand forecasts are reliable. This course models the network so your team can test plans safely, and the final step runs those decisions live through a control tower.
Why Choose Edstellar as Your AI-Driven Supply Chain Planning and Digital Twins Corporate Training Provider
When comparing providers, Edstellar is the training partner supply chain teams choose for planning expertise and 5+ years of corporate training experience. Our methodology blends concise instruction with guided labs, and we share each trainer profile before booking. The result is measurable improvement in forecast accuracy and service levels.
EXPERT TRAINERS
YEARS DELIVERING
ORGANIZATIONS TRAINED
CERTIFIED
Tailored
Labs and case data are tuned to your planning tools, network structure, and product mix, so practice mirrors real work.
Proven Methodology
A learn, practice, apply arc moves your team from data readiness to a capstone digital twin with instructor coaching.
Practice-Based Learning
Guided labs in every module have your team forecast demand, optimize inventory, and simulate disruptions hands-on.
Expert Trainers
Sessions are led by supply chain practitioners who run AI-driven planning and digital twins in production.
Global Scale
Programs run across time zones in virtual, onsite, and hybrid formats, with batches scheduled around your calendar.
Measurable Outcomes
Forecast accuracy, service level, and cost-to-serve dashboards show the planning gains your team delivers after training.
Integrate Supply Chain AI Planning With Digital Twin Scenarios
Edstellar helps supply chain teams connect forecasting and optimization with a shared view of the network. Participants prepare system data, test replenishment choices, build a digital twin, and simulate disruptions. An integrated operating plan brings the work together, with review of service and cost trade-offs, model evidence, and planning assumptions.
- Step 01
Consult
We review forecasting and network responsibilities to identify needs in ERP, WMS, and TMS data, inventory policies, disruption modeling, or logistics optimization.
- Step 02
Plan
We connect supply chain data readiness with demand forecasting and replenishment before building a digital twin, optimizing logistics, and reviewing an integrated operating plan.
- Step 03
Align
We align instruction across planning, procurement, logistics, and S&OP roles, making network assumptions and the connection between forecast outputs and operational decisions explicit.
- Step 04
Customize
We tailor sample system extracts, network structures, and disruption cases to familiar supply chains while retaining comparisons of service performance and cost-to-serve.
- Step 05
Execute
Participants validate forecasts, simulate replenishment, and test disruption responses, receiving feedback on model assumptions, service trade-offs, and the consistency of the network plan.
- Step 06
Evaluate
We assess the operating plan for coherent data and forecasts, tested disruption responses, justified inventory and route choices, and transparent service and cost assumptions.
Also from Edstellar
Talent assessments
Psychometric, behavioral, leadership and 360-degree assessment.
→Training needs analysis
Needs analysis, gap identification, and a training roadmap.
→L&D consulting
Learning strategy, content, technology and ROI measurement.
→OD consulting
Org design, succession planning and cultural change.
→Managed training services
Training outsourcing, vendor management, logistics and administration.
→Coaching solutions
Executive and manager coaching that keeps skills in use.
Start an RFP shaped to your needs.
Answer three quick questions about team size, scope, and how often you need the program run, then send the request from the last step. Everything you choose travels with it, so you only fill this in once.
How many team members need training?
AI-Driven Supply Chain Planning & Digital Twins Training Training Packages & Pricing
Where L&D holds an annual budget, license packages price the whole year at once instead of raising a purchase order per workshop. Hours and licenses are pooled across teams, programs and locations, so unused capacity is not stranded in one department.
Starter
120
trainee licenses64 hours of group training
Tailored for SMBs
Growth
320
trainee licenses160 hours of group training
Ideal for growing SMBs
Enterprise
800
trainee licenses400 hours of group training
Designed for large corporations
Custom
Unlimited
trainee licensesDuration set by the rollout
Multi-region and multi-year
Training Packages & Pricing
Choose the training format that works for your team. Pricing is customized based on your requirements, cohort size, and delivery needs.
Request AI-Driven Supply Chain Planning and Digital Twins Training for Your Team
Share your team size, planning tools, network scope, and timelines to receive a tailored training plan and quote. Book a discovery call to discuss your goals; we confirm availability and respond with a detailed proposal.