Retail and CPG Operations in the AI Era Corporate Training
Run retail and CPG operations that win in the AI era.
This instructor-led program gives your team the complete AI-era operations toolkit: demand forecasting, store and fulfillment optimization, pricing and assortment analytics, and a capstone playbook that turns AI use cases into a real rollout roadmap.
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 an AI-ready operations team
The Edstellar RETAIL & CPG OPERATIONS Capability Model
Diagnose
Assess your team's operations maturity, data readiness, and the workflows where AI creates the most value.
Standardize
Define common operating metrics, forecasting standards, and AI governance guardrails your teams share.
Practice
Run guided labs on forecasting, fulfillment design, and pricing analytics with instructor feedback.
Measure
Track lab outputs and capstone playbooks against your operations performance goals.
Scale
Roll the program to more banners and regions with a shared AI operations playbook.
Need more than one program?Get a group quote
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Program Overview: What is Retail and CPG Operations in the AI Era?
Retail & CPG Operations in the AI Era is Edstellar's instructor-led program for operations, supply chain, and category teams modernizing retail and CPG operations with AI. Participants survey the AI-era operations landscape, build AI foundations for operations teams, and apply AI to demand forecasting, inventory, store operations, fulfillment, and last-mile. Topics include pricing, promotions, and assortment analytics.
Teams learn by redesigning their own operations. Participants build demand forecasting and replenishment models, redesign store labor and fulfillment workflows, and evaluate promotion ROI and assortment analytics in guided labs. Instructors coach each team through a 90-day AI rollout roadmap, testing every proposal against real operational constraints. The program closes with an AI operations playbook designed for a real retail or CPG business, defended in review.
Retail and CPG operators often chase AI pilots that never reach the store floor: forecasts stay in spreadsheets, promotions run on habit, and labor plans lag reality. This program teaches your team to apply AI where it moves margins: availability, fulfillment, pricing, and promotions. Operations shift from reactive firefighting to data-driven execution.
The capstone is an AI operations playbook for the team's own business, with forecasting models, fulfillment redesigns, and a sequenced 90-day rollout, defended before reviewers. Operators return with a concrete modernization plan their leadership can fund and their stores can execute.
Across six modules your team moves from the AI-era operations landscape to a complete playbook capstone. Guided labs cover demand forecasting and replenishment models, store labor and fulfillment redesign, promotion ROI and assortment analytics, and a 90-day AI rollout roadmap. The capstone asks each team to design an AI operations playbook for a real retail or CPG business and defend it in an instructor review, so the skills land ready to use.
What's Included in this Workshop for Your Enterprise Teams
- 1
Operations landscape
Omnichannel models and the metrics that matter.
- 2
AI foundations
The AI tools operations teams actually use.
- 3
Forecasting and inventory
Demand models, safety stock, and replenishment.
- 4
Stores and fulfillment
Labor planning, shelf availability, and last mile.
- 5
Capstone playbook
Design and defend a 90-day AI rollout roadmap.
- Instructor-led sessions, virtual, onsite, or hybrid
- 24 hours of guided hands-on labs
- Operations templates: forecast models, labor plans, playbooks
- Tailored scenarios from your banners and categories
- Capstone AI playbook with instructor review
- Post-program rollout support
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.
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Retail and CPG Operations in the AI Era Course Topics and Program Outline
Six modules move your team from AI-era operations fundamentals to a complete playbook capstone, with guided labs at every step.
Built by Edstellar with retail and CPG operations practitioners
Built by professionals who run retail and CPG operations, shaped around your banners, categories, and channels.
We map your team's operations maturity, data readiness, and performance goals so labs target your real margin opportunities.
Instructor-led sessions with live demos cover the retail value chain, AI tools, and the metrics that define modern performance.
Guided hands-on labs where your team builds forecasts, redesigns fulfillment, and evaluates promotions with instructor feedback.
A capstone lab where your team designs a 90-day AI operations playbook for a real retail or CPG business.
24 hours of guided hands-on labs plus a full AI operations playbook capstone.
Delivered as
Delivered virtual, onsite, or hybrid to fit your team's schedule. Labs run in browser-based models and spreadsheets so skills transfer directly to your operations.
Benchmark a sample retailer's operating metrics and map its highest-value AI opportunities.
learna)Omnichannel retail and CPG value chains
b)Key operating metrics: sell-through, OTIF, shrink
c)Where AI creates operational leverage
d)Maturity models for AI adoption in operations
Audit a sample operations dataset for quality and AI readiness using a guided checklist.
learna)Machine learning concepts for non-data teams
b)Forecasting, vision, and recommendation basics
c)Data readiness: what AI needs to work
d)Responsible AI and governance in operations
Build a demand forecast and replenishment plan for a sample SKU set in a spreadsheet model.
practicea)Demand signals and forecasting methods
b)Safety stock and replenishment logic
c)Promotions and seasonality effects
d)Measuring forecast accuracy and bias
Redesign a store labor plan and fulfillment workflow for a peak-week scenario.
practicea)Store labor planning and task management
b)Shelf availability and on-shelf metrics
c)E-commerce fulfillment workflows
d)Last-mile cost and service trade-offs
Evaluate a promotion calendar's ROI and build an assortment recommendation from sample data.
practicea)Price elasticity and competitive pricing
b)Promotion planning and ROI measurement
c)Assortment and space optimization
d)Markdown and clearance strategies
Present your AI operations playbook for a retail or CPG business and defend the roadmap in an instructor review.
applya)End-to-end playbook build
b)Use-case prioritization and business case
c)Data and governance roadmap
d)Capstone review with instructor feedback
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
Practical AI-era operations skills your team applies to its own banners and categories right away.
AI-era operations landscape
Read the modern retail value chain and know exactly where AI creates operational leverage.
AI literacy for operations teams
Evaluate AI tools confidently: what they need, what they do, and where the guardrails sit.
AI demand forecasting
Build forecasts that handle seasonality and promotions, and measure accuracy without bias.
Inventory and replenishment design
Set safety stock and replenishment logic that keeps shelves full without bloating working capital.
Store and fulfillment optimization
Plan store labor, protect shelf availability, and balance last-mile cost with service.
Pricing, promotion, and assortment analytics
Measure promo ROI, price with elasticity in mind, and build assortments from data.
AI rollout playbooks
Turn use cases into a sequenced 90-day roadmap with owners, metrics, and governance.
Teams that Benefit from this Retail and CPG Operations in the AI Era Group Training
Built for retail and CPG teams that own operations, planning, or commercial performance. Content adapts to each cohort's roles and experience, so every group practices the workflows it owns.
Run stores that perform in the AI era
Store teams learn labor planning, shelf availability management, and the daily routines AI now supports.
Workflow friction
- Manual scheduling routines
- Out-of-stock blind spots
- Inconsistent task execution
How the program helps
- Tighter labor planning
- Higher on-shelf availability
- Smoother peak-week execution
Practice use cases
- labor planning
- shelf availability
- task management
- peak planning
Forecast demand and keep product flowing
Planning teams learn AI forecasting, safety stock logic, and replenishment that balances service with capital.
Workflow friction
- Forecast bias and error
- Bloated inventory buffers
- Slow reaction to demand shifts
How the program helps
- More accurate forecasts
- Leaner safety stock
- Fewer stockouts and overstocks
Practice use cases
- demand forecasting
- replenishment
- safety stock
- OTIF tracking
Price, promote, and assort with data
Commercial teams learn pricing analytics, promotion ROI measurement, and assortment decisions grounded in data.
Workflow friction
- Gut-feel promotions
- Slow assortment resets
- Margin-eroding markdowns
How the program helps
- Sharper promotion ROI
- Data-backed assortments
- Faster markdown decisions
Practice use cases
- promo ROI
- assortment planning
- price elasticity
- markdown strategy
Optimize digital fulfillment and last mile
Digital teams learn pick-pack-ship workflows, delivery promise management, and last-mile economics.
Workflow friction
- Fulfillment bottlenecks
- Broken delivery promises
- Rising last-mile costs
How the program helps
- Faster fulfillment cycles
- Reliable delivery promises
- Lower last-mile cost per order
Practice use cases
- fulfillment design
- delivery SLAs
- returns handling
- dark store ops
Cohorts can mix roles; labs adapt to the operations workflows each group owns.
Prerequisites: This program suits store operations, supply chain, merchandising, and e-commerce teams in retail and CPG businesses. Basic familiarity with retail or CPG operations helps, but no prior AI or data science experience is required. Each cohort works on scenarios matched to its own banners and categories.
Operations associate to AI operations lead
Each skill row maps to the modules where it is taught, so your team sees exactly how capability builds from foundations to the capstone playbook design.
One program that grows with retail careers, from operations basics to AI playbook ownership.
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 the format that fits your teams and their trading calendars.
Hybrid Training
Blend live virtual sessions with onsite lab days, so distributed teams learn together and practice side by side.
- Live instructor across both formats
- Onsite days for capstone labs
- Shared models and templates
- One cohort, one schedule
Onsite Training
The instructor comes to your location and runs every module, including the capstone, with your teams in the room.
- Instructor at your location
- Labs on your category data
- Team-based capstone work
- Direct stakeholder access
Live Virtual Training
Fully live online delivery with breakout labs, shared models, and real-time instructor feedback on every exercise.
- Live instructor, no recordings only
- Breakout rooms for lab work
- Shared screen model walkthroughs
- Digital capstone review
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 and preferred dates through the request form and our advisors will send a tailored proposal within one business day.
Yes. A short discovery call helps us map your banners, categories, and operations goals before we finalize the plan.
Yes. The program runs fully live online with breakout labs and shared models, led by an instructor throughout.
Yes. Onsite delivery is available at your offices or distribution centers, ideal for capstone days on your own data.
The program runs 24 hours across six modules, typically delivered over three to four days or in weekly blocks.
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.
AI in retail and CPG pays off only when operations and demand forecasting are already in place. Your team runs retail operations, learns analytics and forecasting, then applies AI across the business in this course, and finally moves to supply chain control towers that use AI for wider decisions.
Why Choose Edstellar as Your Retail and CPG Operations in the AI Era Corporate Training Provider
Edstellar delivers instructor-led retail operations training shaped around your banners, your categories, and your performance goals.
EXPERT TRAINERS
YEARS DELIVERING
ORGANIZATIONS TRAINED
CERTIFIED
Tailored
Scenarios, labs, and the capstone are shaped around your banners, categories, and channels.
Proven Methodology
A learn, practice, apply arc moves your team from AI basics to a full operations playbook in 24 hours.
Practice-Based Learning
Guided labs build real skill, from demand forecasts and labor plans to promotion ROI analysis.
Expert Trainers
Instructors with retail and CPG operations experience bring field-tested judgment to every session.
Global Scale
We deliver to distributed retail teams with consistent curriculum and shared templates.
Measurable Outcomes
Lab reviews and the capstone playbook show exactly what your team can improve after the program.
Translate Retail AI Opportunities Into Practical Operational Improvement Plans
Edstellar helps retail and CPG teams connect AI opportunities to specific operating decisions. Participants analyze sample demand, stock, labor, and promotion scenarios before assembling an operations playbook. Instructor review challenges data assumptions and implementation choices, helping teams explain which opportunities merit attention and what a practical rollout would require.
- Step 01
Consult
We examine merchandising, fulfillment, and store-operating challenges alongside data readiness to identify where AI concepts need clearer links to operational decisions.
- Step 02
Plan
Teams progress from retail performance and AI foundations to forecasting, replenishment, labor planning, promotion analysis, and an integrated operations playbook.
- Step 03
Align
Retail operations and analytics expertise is matched to store, supply chain, and e-commerce responsibilities, with accessible explanations for participants without AI experience.
- Step 04
Customize
Sample SKU histories, peak-week workloads, and promotion calendars mirror relevant categories so recommendations can be tested against realistic operational constraints.
- Step 05
Execute
Participants build forecasts, redesign fulfillment and labor workflows, and examine promotion returns, with coaching on assumptions, data quality, and implementation dependencies.
- Step 06
Evaluate
The operations playbook is reviewed for evidence-supported priorities, feasible sequencing, measurable operating indicators, and a coherent explanation of the proposed AI roadmap.
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?
Retail & CPG Operations in the AI Era 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 Retail and CPG Operations in the AI Era Training for Your Team
Tell us about your teams and operations footprint, and we will tailor the program to your banners and performance goals.