Supply Chain AI-Assisted ร— Digital Twin

Turn supply chain uncertainty into confident decisions.

Reduce stockouts, excess inventory, and slow planning with smarter decision support across demand, inventory, and replenishment.

Book Executive Walkthrough โ†’ Assess Your Opportunity
Fewer stockouts Lower excess inventory Faster planning decisions
Click to expand ยท Live demo
DEMAND PLANNING
Punthai Demand Command
FORECAST ACCURACY
0%
SIMULATION DELTA
0 units
Predicted (ACT) Final (Actual) Predicted FCST Final FCST
3M 2M 1M 0 26/01 09/02 23/02 09/03 23/03 06/04 20/04 04/05
Peak demand ยท 06/04
3,153,910 units forecast
+9% promo uplift applied
Summary Detail ยท Week 23/02 02/03 23/03 06/04
Predicted 958,764 1,165,142 2,243,500 3,153,910
Baseline 967,857 1,259,476 1,402,800 1,510,200
Final Demand 967,857 1,259,476 2,309,800 3,219,400
End-to-end supply chain intelligence ยท store ยท warehouse ยท demand
Inteltion supply chain intelligence platform โ€” connected store, warehouse, and demand forecasting
The cost of planning gaps

Small decision gaps create major losses.

Across supply, demand, and inventory, the cost of guessing compounds every day. Most teams plan in spreadsheets and pay for it in lost sales, dead stock, and slow response.

Stockouts lose sales.

Missed demand weakens revenue and customer trust โ€” and shoppers don't always come back.

Excess inventory locks cash.

Too much stock reduces flexibility, increases waste, and ties up working capital you could redeploy.

Slow planning delays action.

By the time teams react, the opportunity has already changed โ€” and the cost is locked in.

Unclear trade-offs weaken decisions.

Without visibility into the full picture, teams choose between poor options on instinct alone.

The shift

Move from reacting late to deciding early.

See likely outcomes before you commit inventory, promotions, or supply actions. Compare options. Pick the better path โ€” with confidence.

See risk earlier. Spot demand, supply, and inventory shifts before they hit.
Compare options faster. Test multiple paths in seconds, not weeks.
Decide with more confidence. Move from gut feel to evidence โ€” every time.
SCENARIO LOOP
Watch the panel cycle through three real situations leaders face โ€” and the better path Inteltion surfaces.
Two scenarios ยท side-by-side Click any chip below to swap a scenario in.
Compare:
Strategic choice ยท Promo Push vs Aggressive Expansion
Two growth paths, modeled side-by-side. Inteltion shows the trade-offs before you commit capital.
Boardroom view
Option A
Dev Promo Push
Push existing stores harder.
Deeper Iced Latte campaign across all 800 branches โ€” drive demand from the customer base you already own.
Investment
เธฟ8M
Revenue lift
+18%
Payback
6 weeks
Risk
MEDIUM
Best for: quick wins, validating demand patterns before scaling.
Option B
Aggressive Expansion
Open 50 new stores in the North.
Capture untapped geography โ€” Chiang Mai, Chiang Rai, Phitsanulok. Larger upside, longer payback, supply chain stretches.
Investment
เธฟ120M
Revenue lift
+45%
Payback
18 months
Risk
HIGH
Best for: long-term market capture and brand presence in new regions.
Inteltion recommends: Phase both. Run Promo Push first to validate which products and regions respond โ€” then use that data to pick the 12 highest-confidence expansion locations.
โ†‘ Combined ROI ยท 2.4ร— over 18 months
How value is created

Better decisions across the supply chain.

A clear flow from signal to outcome. Inteltion turns scattered data into confident decisions โ€” at every step.

STEP 01
See demand clearly.
Bring together the signals that shape product movement โ€” sales, weather, promo, supplier.
STEP 02
Anticipate change.
Identify where demand, supply, or inventory may shift โ€” before it disrupts your business.
STEP 03
Test decisions before acting.
Compare options before they affect stores, inventory, or service. No risk to the live business.
STEP 04
Improve outcomes at scale.
Apply stronger decisions across products, locations, and campaigns โ€” every cycle.
Where leaders use it

Where value is created.

Designed for high-impact supply chain decisions across retail, CPG, and distribution.

REPLENISHMENT

Keep the right product in the right place.

Improve product availability and balance store and warehouse flow โ€” without overstocking.

Business impact

Designed to deliver measurable value.

Outcomes our customers report โ€” across retail, CPG, and distribution. Measured against pre-deployment baselines.

โ†“10โ€“15%
Fewer stockouts
Better availability, less lost sales.
โ†‘30โ€“50%
Faster planning cycles
From delay to action โ€” every cycle.
โ†‘10%
Better forecast accuracy
Confidence across products and locations.
โœ“Smarter
Inventory decisions
Less avoidable excess. Service protected.
Value can come from multiple levers
โ†— Fewer lost sales โ†˜ Lower waste โ†— Improved working capital โ†— Faster planning response
Executive relevance

Why it matters to leadership.

Different priorities. Same platform. Inteltion creates value across every executive function.

CEO
Drive growth with fewer missed opportunities.
Improve product availability and decision speed.
COO ยท SC HEAD
Improve flow, service, and responsiveness.
Make better replenishment and inventory decisions.
CFO
Improve working capital discipline.
Reduce excess stock and improve planning efficiency.
CIO ยท CDO
Support scalable business decisions.
A stronger decision foundation across functions.
COMMERCIAL
Plan with more confidence.
Reduce promotion surprises and improve execution.
Why Inteltion

Built to deliver โ€” across every cloud, every partner.

Cloud-agnostic. Partner-agnostic. Outcome-focused. Inteltion plugs into the stack you already have, and works with the platforms your teams already trust.

01 ยท EXPERTISE
Expertise you can trust.
Decades of proven delivery in Big Data, Data Science, NLP, LLMs, and Intelligent Automation โ€” across leading enterprises.
  • 20+ years across Data & AI
  • Tool-agnostic, domain-proven
  • Enterprise-grade AI delivery at scale
02 ยท TAILORED
Tailored, flexible solutions.
Custom-fit to your organisation's needs, workflows, and governance โ€” not off-the-shelf templates.
  • Custom-fit to your workflows
  • Seamless enterprise integration
  • Strategy-first, outcome-focused
03 ยท SCALABLE
Every cloud. Every partner.
No lock-in. Inteltion implements across Azure, AWS, GCP, OCI โ€” and integrates with the partners and platforms you already use.
  • Multi-cloud by design
  • Partner-agnostic delivery
  • Governance & cost control built in
04 ยท TEAM
Strong team, core skills.
180+ Data & AI consultants, certified across the major cloud platforms โ€” driving transformation across top industries.
  • 180+ Data & AI consultants
  • Certified across Azure, AWS, GCP
  • Project management ensures quality
In practice

What this can look like in your business.

Three example situations where stronger decision-making created measurable value.

National coffee chain
Right beans, right store, every day.
ChallengeMilk and bean availability gaps across 800+ branches; weekly planning too slow.
FocusDaily replenishment + scenario planning for cups, milk, and Arabica nationwide.
Outcome: Higher availability โ€” daily orders, not weekly catch-up.
Coffee bean distributor
Lower bean stock, stronger control.
ChallengeVolatile cafรฉ demand and excess Arabica tying up working capital.
FocusInventory balancing across regional warehouses โ€” Bangkok, Chiang Mai, Phuket.
Outcome: Improved bean stock control and freed-up cash.
Ready-to-drink coffee brand
Campaigns that hold the plan.
ChallengeDemand spikes during Songkran and festival promos; bottle shortage risk.
FocusUplift planning and shortage risk for bottled coffee across 7-Eleven and modern trade.
Outcome: More reliable promo execution and protected margin.
Get started

See where value exists in your supply chain.

In one executive session, identify where better decisions can reduce loss, improve service, and unlock value.

Book Executive Walkthrough โ†’ Assess Opportunity
Business-led discussion Practical opportunities Tailored to your priorities