Retail and consumer products

Connect customer, product, inventory and consent for better commerce decisions.

Harbor Nexus creates governed customer and product foundations for search, recommendation, forecasting, pricing, fraud and fulfillment across channels.

What we bring

Capabilities built for operating reality.

Technology, methods and governance are designed as one system with clear ownership, evidence and feedback.

Customer, product and consent foundation

Identity, consent, catalog, loyalty, transaction and inventory data become governed data products.

Search and recommendation

Retrieval, ranking, sequence behavior and policy controls balance relevance, discovery, availability and margin.

Forecast and pricing decisions

Demand, elasticity, inventory, cost and customer value feed constrained, measurable action.

Privacy-aware measurement

Experimentation, incrementality and clean-room patterns reduce reliance on unrestricted identity matching.

Our solution architecture

Technology depth, shown in operating context.

Each visual is paired with the part of the solution it supports, connecting production technology, system boundaries, controls and operating evidence.

Connected retail and consumer network
Connected retail and consumer network

Customer, consent and product core

Identity, preference, consent, product, price, promotion, inventory and order data become governed products.

Search and recommendation

Candidate retrieval, ranking, policy controls and experimentation balance relevance, discovery, diversity and availability.

Retail operating and customer experience
Retail operating and customer experience

Pricing and customer value

Elasticity, churn, uplift, CLV and constrained optimization support decisions within fairness and pricing boundaries.

Precision marketing and decisioning
Precision marketing and decisioning

Demand and inventory

Probabilistic forecasting connects demand signals to replenishment, allocation, fulfillment and exception management.

Retail process and strategy
Retail process and strategy

Marketing measurement

Experimentation, causal methods and privacy-aware measurement distinguish incremental value from correlation.

Omnichannel operations

Orders, inventory, content, service and fulfillment share events, metrics and accountable operating workflows.

Reference architecture

A connected production flow.

The architecture makes responsibilities, interfaces, decision points and operating evidence visible from source to outcome.

Commerce

POS, digital, loyalty, catalog, inventory and supply.

Resolve

Customer identity, consent and product master.

Organize

Data products, features, semantics and governance.

Decide

Search, recommend, forecast, price and prevent fraud.

Deliver

Channels, fulfillment, service and outcome feedback.

Standards and governance

Methods anchored in durable frameworks.

Standards are applied according to scope, system layer and jurisdiction. They inform architecture and controls without being presented as certification claims.

GS1 Digital Link

Product identity and web-linked information support connected commerce and traceability.

PCI DSS and security practice

Payment scope, identity and operational controls are separated from broader customer analytics.

Privacy, consumer and advertising governance

Consent, disclosure, fairness and purpose limitation shape personalization and measurement.

Evidence of value

Measure the system, not one model score.

Evaluation combines business outcome, system quality, operating reliability and governance evidence.

Customer value

Incremental conversion, retention, margin, complaint and experience.

Merchandise performance

Availability, forecast accuracy, inventory turns, returns and markdown.

Decision quality

Coverage, diversity, calibration, fairness, latency and experiment validity.

Design connected commerce decisions.