Scenario Exploration

Intelligent Operations

From seeing data to knowing the next move—let intelligence surface changes, problems, opportunities, and risks, and support judgment and action.

Products & capabilities

AI Ops Assistant

Understands the business like talking with your ops team.

Ask opsSee changesFind issuesAdvise

Smart Analytics

Moves from anomaly detection to root-cause judgment.

Anomaly detectionMulti-dim analysisRoot-causeTrend judgment

Industry Ops Intelligence

Combines industry metrics, operating patterns, and actions into industry-specific intelligence.

Industry metricsOperating patternsBusiness actions

Group-meal AI

Builds group-meal industry intelligence around menus, procurement, inventory, production, and operations.

MenusProcurementInventoryProduction

Group-meal Operations Intelligence

Put intelligence into real operations.

Group-meal operations are not separate software modules. What is eaten today affects what is procured; what is in stock changes menu planning; purchase-price moves shift cost; changes in headcount and meal standard re-shape menus, stocking and production. Real intelligence does not add an AI to each link, but lets AI understand the relationships between them.

How operations close the loop

Dining demand (headcount / standard / preference / nutrition / special)

Menu planning

Procurement need

Order & fulfillment

Production

Actual consumption

Operating result

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Feedback: results flow back into the next round of demand and menu decisions

What AI must understand

Identity: which canteen, client, crowdState: headcount today, stock, order & productionData: sales, stock, cost, price, consumption, ordersKnowledge: dishes, nutrition, cooking, suppliers, materialsRules: meal standard, nutrition, procurement, food safetyProcess: menu → procurement → receive → produce → consumePermissions: who edits menus, who orders, approval thresholdsHistory: past sales, menu performance, stock use, prices

In one line

These are not AI prompts—they are the operating scenario itself.

Intelligent roles

Menu planner

Plans menus from headcount, standard, stock, nutrition and history.

MenuNutritionStockHistory

Digital buyer

Generates procurement from menu need, stock and suppliers.

ProcureSuppliersCompareLead time

Inventory assistant

Spots anomalies, near-expiry, shortages and overstock.

AnomalyExpiryShortageOverstock

Ops analyst

Continuously analyzes cost, consumption, prices and anomalies.

CostConsumptionPriceAnomaly

One foundation

Different intelligent roles share one scenario context and collaborate through SIOS. SIOS is the foundation; Digital Workforce defines the roles; group-meal ops intelligence is the industry scenario.

Outcomes

Less coordination: fewer repeat talks across menu, procurement, stockFaster response: adjust quickly after headcount/price/stock shiftsLower waste: cut overstock, expiry and bad purchasingBetter decisions: close the loop across menu, procurement, production, cost

Turn group-meal into a product, together

Group-meal ops intelligence fits a co-creation start: prove it on one canteen or one product line, then expand.

Co-create →

How it works

01Operating data

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02Continuously observe changes

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03Spot anomaly / opportunity / risk

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04Explain why

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05Suggest the next move

Typical scenarios

●Daily ops briefing
●Store & region comparison
●Sales anomaly analysis
●Cost-change analysis
●Inventory & procurement alerts
●Decision support

What changes

Catch issues earlierUnderstand causes fasterDecisions backed by evidence

Frequently asked questions

Do we need perfect data first?+

No. We start from your existing systems, connect the key data first, and improve iteratively.

Can it connect to our existing BI?+

Yes. 71 SIOS (Scenario Intelligence OS) connects to mainstream databases and BI tools, layering intelligent analysis on top.

What size of company is it for?+

From multi-store chains to groups, scaling with metrics and scenario scope.

Scenario Intelligence: AI that truly enters your business Enterprise AI adoption: from pilot to scale Intelligent Roles

Let’s talk about your scenario

Tell us your business scenario and we will design a practical solution.