Data Domain Library

Membership, tiers, points and redemption history that drive retention economics.

Stitched identifiers, logins and consent state that govern how data may be used.

Behavioural and value-based segments that activate across marketing and service.

Resolved household groupings used for shared journeys, gifting and family pricing.

Master catalogue, attributes, hierarchies, imagery and rich content across all channels.

Controlled vocabularies and attribute schemas that power search, filters and AI.

AI-generated copy, attributes and translations that complete the product record.

Customer reviews, ratings, Q&A and UGC that shape conversion and product decisions.

Every transaction line across stores, web, marketplace and wholesale — the canonical ledger.

Fulfilment lifecycle of every order — promised dates, allocations, splits and exceptions.

Pre-checkout basket composition, abandonment and saved-for-later signals.

Tender mix, payment methods, authorisations and refunds across stores and digital.

Indirect tax rates, exemptions and remittance evidence by jurisdiction.

Price lists, promotions, markdowns, competitor prices and elasticity by SKU and channel.

Offer mechanics, coupon codes, allocations and uplift measurement.

Planned and reactive markdown waves with sell-through and margin impact.

Issued and redeemed coupons, vouchers and incentives across channels.

Campaigns, audiences, creative assets and channel engagement signals.

Granular campaign, journey and send-level performance across owned channels.

Multi-touch and incrementality measurement of marketing spend to outcomes.

Imagery, video, copy and brand assets governed for AI-generated and human use.

Contact-centre interactions, tickets, transcripts and CSAT across voice, chat and email.

Return reasons, refund flows and fraud signals across web, store and 3PL.

Aggregated VoC across surveys, reviews, social and contact transcripts.

Policies, SOPs, product knowledge and FAQs — the corpus that grounds AI assistants.

Real-time stock by SKU, location and state — on-hand, in-transit, reserved, damaged.

Every receipt, transfer, pick, return and adjustment that changes stock state.

Counts and adjustments that keep book inventory aligned with physical reality.

Shelf-level availability signals from vision, RFID and gap detection.

Demand forecasts and allocation plans that drive replenishment decisions.

Vendor master, lead-times, performance scorecards, contracts and risk signals.

Inbound and outbound movement — carriers, lanes, costs, emissions and SLAs.

Production orders, BOMs, yield and quality data for own-label and franchise products.

PO lifecycle from creation to receipt — quantities, dates, costs and changes.

Carrier capacity, rate cards and lane performance for inbound and outbound flows.

Emissions, materials, traceability and ESG evidence across supply chain.

Store master, clusters, formats, openings, footfall and operational telemetry.

Fridges, ovens, robotics and sensor telemetry — uptime, energy and maintenance.

Visitor counts, dwell time and catchment population for every store.

Planograms, space allocation and compliance for shelves, bays and end-caps.

Energy, water and refrigeration consumption with sub-metering by asset.

HR master, contracts, roles and lifecycle events across the organisation.

Rosters, hours, productivity and skills coverage across stores, warehouses and HQ.

Pay, allowances, deductions and tax for every payslip cycle.

Training records, certifications and skills inventory for capability planning.

Engagement surveys, reviews, goals and attrition signals.

Clock-ins, breaks and absence used for pay, scheduling and compliance.

General ledger, cost centres, FX, tax and management reporting — the source of truth for value.

Supplier invoices, customer invoices, payments and aged balances.

SKU, store, channel and customer-level profitability with cost-to-serve.

Cash positions, FX exposure, hedges and bank connectivity.

Controls, audit, sanctions, fraud and regulatory reporting evidence.

Clickstream, scroll and session signals across owned digital surfaces.

Onsite search queries, zero-result terms and click-through that shape merchandising.

Experiment design, variants and results across web, app and CRM.

Performance, mix and economics across owned, marketplace and partner channels.

Competitor pricing, assortment, share of voice and macro market signals.

Geospatial, footfall, events and weather signals that shape local demand.

Local and national events, holidays and school terms that move demand.

Search trends, social signals and cultural moments that hint at emerging demand.

Open and licensed datasets — demographics, economy, mobility and traffic.