Demand Forecasting predicts sales at SKU and location levels considering historical
patterns, promotional activities, seasonal trends, weather patterns, economic indicators, and
competitive actions. Machine learning algorithms continuously improve forecast accuracy by
learning from actual results.
Allocation and Replenishment distributes inventory across stores and distribution centers to
maximize sales while minimizing transportation costs, stockouts, and excess inventory
requiring markdowns. Automated replenishment generates purchase orders or transfer orders
maintaining optimal inventory levels.
Pricing Optimization determines prices balancing revenue maximization with competitive
positioning, inventory levels, and promotional strategies. Dynamic pricing responds to
market conditions, competitor actions, and inventory positions in near real-time. Promotional
planning evaluates expected lift, margin impact, and overall profitability.
Omnichannel Commerce provides seamless customer experiences across online, mobile,
and physical store channels. Customers check inventory availability, order from any channel
for fulfillment from any location, initiate returns through any channel, and receive consistent
branding throughout their journey.
Loyalty Management tracks customer purchases, calculates earned rewards, manages point
redemptions, personalizes marketing communications, and analyzes customer lifetime value.
Segmentation identifies high-value customers deserving special treatment.
Real-time integration between point-of-sale systems and SAP provides immediate visibility
into sales trends, enabling rapid response to emerging patterns that retailers must capitalize
on quickly.
Financial Services
Banks, insurance companies, and investment firms process enormous transaction volumes
while meeting stringent regulatory requirements and managing complex financial risks.
Financial services functionality:
Core Banking manages deposit accounts, loans, mortgages, credit cards, and investment
products across retail, commercial, and institutional segments. Account origination,
transaction processing, interest calculation, and statement generation occur automatically
with appropriate controls.
Risk Management identifies, measures, monitors, and reports credit risk, market risk,
operational risk, liquidity risk, and other exposures in compliance with Basel III and regional
regulatory frameworks. Stress testing evaluates portfolio performance under adverse
scenarios.
Regulatory Reporting automates submission of required reports to financial regulators
including capital adequacy calculations, liquidity coverage ratios, large exposure reporting,
transaction reporting, and suspicious activity reports. Report generation draws from
integrated transaction data ensuring accuracy and consistency.