Unified data across every channel. Finally, one version of the truth.
Retail AI that runs on your data, your rules, your reality. D2R connects NetSuite, Shopify, and all your operational data into one governed, AI-ready intelligence platform, so retail, ecommerce, and wholesale teams can stop reconciling numbers and start getting answers. Ask plain-language questions. Get results your finance team can defend.
RETAIL INDUSTRY SOLUTIONS


From the stockroom to the boardroom — visibility built for every role in your business.

Finance
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Single source of truth for financial performance
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Faster, more accurate rolling forecasts
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Margin transparency by product, channel, and time
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Reduced working capital risk
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Credible executive and board reporting
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Inventory Planning
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Clear visibility into true demand signals
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Early detection of over and under-stock risk
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Faster planning cycles with higher confidence
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Improved allocation and replenishment accuracy
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Fewer emergency corrections and fire drills
Merchandising
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Faster read on product performance
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True performance attribution — product strength vs. promotional lift
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Markdown strategy optimization
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Assortment decisions backed by real outcomes
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Reduced merchant bias and conflict
Marketing
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Clear attribution between marketing activity and revenue
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Improved customer lifetime value optimization
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Increased retention through better experience alignment
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Smarter personalization without guesswork
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Reduced wasted spend and audience fatigue
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Sales
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Real-time understanding of what can actually sell
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Faster deal cycles with fewer back-office unknowns
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Improved customer confidence and satisfaction
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More strategic discounting decisions
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Better sales forecast accuracy

DC Operations
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Demand-aligned throughput planning
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Reduced expedites and last-minute chaos
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Improved slotting and pick efficiency
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Fewer bottlenecks and misdirected inventory
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Stronger performance metrics with context

Retail Stores
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Better in-stock position on what shoppers want
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Reduced markdown pressure
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Improved store-level decision autonomy
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Better labor planning tied to traffic and demand
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Higher customer satisfaction and loyalty
