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FORECASTING & REPLENISHMENT INTELLIGENCE

Forecast with confidence. Replenish with precision.

Turn Tally sales, stock and purchasing history into AI-powered demand forecasts and governed replenishment recommendations—without handing operational control to a black box.

Forecasting workflow from Tally demand, stock and supplier data through forecast generation, replenishment recommendations, buyer review, RFQ and quote comparison, and controlled procurement handoff
  • AI demand forecasting
  • AI pattern detection
  • AI-assisted stock targets
  • Replenishment planning

THE PLANNING GAP

Manual planning leads to the wrong stock

Forecasts built from spreadsheets, instinct and last-minute reactions quickly drift away from real demand. Without AI-supported analysis, slow-moving stock consumes working capital while important items run short, forcing emergency buying and transfers.

WHAT IT DOES

Build a more reliable plan with explainable AI

UNDERSTAND DEMAND

  • AI demand forecastingForecast demand by item, warehouse, customer segment and time period.
  • AI pattern detectionIdentify seasonality, growth, decline, volatility and unusual demand behaviour.

SET THE STOCK RESPONSE

  • AI-assisted stock targetsRecommend minimum, maximum and safety-stock levels using demand and lead-time evidence.
  • Replenishment planningCalculate suggested purchasing and transfer quantities and dates.

GOVERN THE PLAN

  • AI exception prioritisationSurface stockout risk, excess inventory, low confidence and material forecast changes.
  • Planner-controlled outputReview, amend, approve or reject every AI-generated recommendation before downstream action.

PRODUCT EXPERIENCE

Turn recommendations into controlled replenishment decisions

Review AI-generated demand and replenishment recommendations in one governed queue before purchasing or transfer actions are released.

Prism Replenishment Review Queue showing forecast-driven recommendations and buyer decision actions.
Conceptual Prism product view. Some illustrated functionality may not be currently available.

REPLENISHMENT REVIEW

One decision queue for every recommendation that needs attention

Give buyers a clear view of stock position, recommended quantity, forecast confidence, supplier context and financial exposure before they approve, adjust or hold an action.

  • Prioritised buyer reviewSurface low-confidence and high-value items first so planners focus on what matters most.
  • Visible confidence and valueSee forecast confidence and financial exposure to balance risk and reward before deciding.
  • Planner-controlled approvalApprove, adjust or hold recommendations with full audit before any procurement or transfer action is released.

OPERATING MODEL

A planning loop that improves with every cycle.

Governed data produces an explainable recommendation; planners retain control and realised demand feeds the next decision.

Forecasting operating model from frozen configuration and explainable calculation through buyer review, controlled RFQ and quote comparison, procurement handoff, owned exception resolution and audit
Inputs or supports
DEMAND HISTORY; SUPPLY & LEAD TIME; ITEM & LOCATION
Central decision or stages
FORECAST & PLAN
Exception route
PLANNER REVIEW
Outcomes and resolution
STOCK TARGETS; REPLENISHMENT; PRIORITISED EXCEPTIONS; GOVERNED ACTION
Feedback
Actual demand and planner adjustments strengthen the next cycle

WHAT CHANGES WITH PRISM

From reactive planning to governed AI intelligence

Prism turns Tally demand, stock and supplier data into explainable replenishment recommendations, governed buyer review, supplier RFQs and controlled procurement handoffs—without opaque autonomous purchasing.

Forecasting & Replenishment Intelligence without and with Prism
Without PrismWith Prism
Spreadsheets and manual planningAI forecasts generated from governed operational data
Late decisions and emergency buyingAI-powered early warnings and proactive recommendations
Overstocking alongside repeated stockoutsBetter balance between availability and working capital
One planning method for every itemAI-selected methods suited to different demand patterns
Recommendations that are difficult to explainVisible confidence, assumptions and forecast drivers
Purchasing based on individual instinctPlanner-approved AI recommendations with audit history

WHERE IT FITS

A planning signal that travels into execution

Turn commercial demand into a visible supply-and-demand view that supports purchasing, inventory and working-capital decisions without claiming false certainty.

CONTROL POINT

Forecasting

Planning context connects demand, supply and action.

COMMERCIAL SIGNALCRM & Commercial PipelineAdds pipeline and expected opportunity demand.CONFIRMED DEMANDSales OrdersAdds booked and requested order demand.PROMISE FEEDBACKCustomer Order Promising – ATPReturns availability and constraint context.SUPPLY RESPONSEProcurement Requisition & ApprovalTurns planned shortages into governed requisitions.STOCK POSITIONWarehouse ControlAdds inventory movement and operational supply context.

EXECUTIVE INTELLIGENCE CONNECTIONS

See where replenishment signals are building — and where planning judgement is required.

Connect demand history, recommendation posture and planner decisions in one focused management view.

Forecasting management view showing planning position, a ranked intervention queue and recommendation outcomes
WHAT WILL DEMAND REQUIRE?: Forecast demand; Forecast confidence; Forecast versus actual. WHERE IS STOCK EXPOSED?: Stockout and excess exposure; Fast/slow/non-moving stock. ARE ACTIONS MOVING?: Recommended quantity/value; Recommendation ageing; Buyer adjustments
Explore Executive Intelligence

Turn inventory history into clearer forward decisions.

Use governed AI recommendations, planner review and connected execution to improve availability while controlling working capital.

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