T²-Labs · Retail Strategy & Simulation

Make Better Retail Decisions.
Before You Commit.

Evaluate network investments, competitive responses, marketing-driven demand, and store operating plans. Compare their effects on customers, service, and financial performance.

Consulting services supported by market and store simulation platforms.

Elevated cutaway view of the Willow & Woven apparel store digital twin, showing the entrance, sales floor, and merchandising layout.
Inside the StoreDigital Twin · Simulation · Customer Experience
Candidate-site heatmap showing where selected model runs repeatedly placed proposed stores around Tulsa.Across the Market

Start With the Business Decision

Decide where to invest, how to respond to competitors, or how to improve store performance. Test your options before committing capital, labor, or marketing spend.

01

Where Should You Invest Next?

Compare candidate locations, network overlap, and expansion economics to understand the tradeoffs before committing capital.

Explore Market & Network Growth
02

How Should You Respond to a Competitor?

Explore store additions, closures, acquisitions, and improvements. See how each move changes the economics for your network and competing retailers.

Explore Competitive Scenarios
03

How Can You Balance Service and Operating Cost?

Test staffing and workflow alternatives against customer waits, inventory availability, workload, and operating outcomes.

Explore Store Decisions
04

Can Your Stores Serve the Demand Your Marketing Creates?

Use campaign response assumptions to examine additional traffic, fulfillment capacity, customer experience, and the cost of demand you cannot serve.

Explore Customer Acquisition & Growth

Run Your Store Virtually. See How It Performs.

We build a 3D digital model of your store and simulate it operating. Virtual customers shop, queue, and check out while employees replenish shelves, serve customers, and fulfill orders.

Change the layout, inventory, staffing, or demand—and examine what happens to customer experience, workload, and financial performance.

An Operating Decision in Practice

Can You Improve Service Without Simply Adding Labor?

Start with the staffing plan, then explore workload, customer queues, modeled customer value, and operating results. Follow the connection from the choices you make to the outcomes you can evaluate.

What Staffing Plan Should You Test?

Adjust staffing levels, roles, and shift timing, then examine the effects on workload, customer service, and financial outcomes.

What You Can Test

Compare different role mixes and shift schedules against the demand and work your store needs to support.

Explore Retail Intelligence
Staffing-plan timeline showing headcounts and shifts for checkout, stocking, receiving, picking, delivery, and staging roles.
Illustrative staffing configuration. Shift timings and headcounts are inputs to the simulation.

These views illustrate configurations and analyses available within a simulation.

Another Decision to Explore

More Traffic Looks Attractive.
Can Your Store Serve It?

A promotion can bring more customers to your stores. The business issue is whether inventory, staffing, and fulfillment can support the increased demand—and what happens to the customer experience and financial performance when they can't...

01
Set the Marketing Assumptions

Start with assumed campaign response, target areas, and spend.

02
Test the Store Impact

Examine additional visits alongside service, inventory, and pickup or delivery capacity.

03
Compare the Tradeoffs

Review the traffic served, demand turned away, and associated marketing spend.

Explore the Marketing-to-Store Example
Store simulation campaign review showing incremental visits, marketing costs, and pickup or delivery demand lost to capacity limits.
Illustrative simulation assessment. Campaign response is an input; store visits, capacity effects, and associated costs are evaluated within the simulation.
Customer DemandIncremental store visits
Store CapacityDemand served or turned away
Financial ImpactSpend and cost per visit

The Market Around Your Store.
The Operations Inside It.

Explore virtual models of your markets and stores to understand how business decisions affect customers, operations, and financial performance.

Competitive expansion scenario tree showing alternative sequences of store additions, banner-level modeled financial changes, and a store-location map.

Location Intelligence

Plan Your Network.
Game Theory Responses

Identify candidate sites, compare expansion economics, and explore how competitive moves change customer activity and participant returns.

Explore Location Intelligence
Elevated cutaway view of the Willow & Woven apparel store digital twin, showing the entrance, sales floor, and merchandising layout.

Retail Intelligence

Test the Operating Plan.
Understand the Store Impact.

Bring store layout, merchandise, inventory, labor, and fulfillment into one simulation environment to compare service and operating outcomes.

Explore Retail Intelligence

The Intelligence
Behind the Decision.

Connect market conditions, customer differences, and store execution to understand how decisions affect experience and long-term value.

Customer Segmentation

Understand how needs, preferences, and behaviors differ across your customers—and why those differences matter to a decision.

Explore Customer Segmentation

Customer Experience

Examine the journey across shopping, checkout, pickup, and delivery to understand where friction changes customer outcomes.

Explore Customer Experience

Customer Lifetime Value

Connect acquisition, retention, service costs, and customer economics to the value of the relationship over time.

Explore Lifetime Value

Bring Us a Decision

What Is Your Team
Working Through?

Tell us what you are trying to decide, which alternatives you are considering, and where the uncertainty lies. We can discuss a useful starting point and the work needed to support it.