Solutions

metaFora is a suite of governed SaaS services that convert fragmented product data into validated product truth, decision signals and business-ready outputs. The proposition is structured around four solution areas.

Governed Product Intelligence

This is the core service. metaFora converts fragmented product data into validated, customer-relevant and commercially usable product truth. It prepares, validates, classifies and enriches source data, then applies governed reasoning so the resulting outputs are more dependable and more actionable.

For organisations that already understand the value of better product data but need a stronger product-truth layer, this is the foundation on which the rest of the proposition sits.

In practical terms, the core service provides four important strengths:

Validated product truth, not superficial tagging
Customer-centric attributes, rankings and decision signals
Traceable logic, exception handling and versioning
Standards-aware, schema-agnostic and integration-friendly

Customer Experience & Personalisation

metaFora helps retailers and brands create more personalised customer journeys by making product data more relevant to how customers actually search, verify, compare, choose and act.

This includes richer discovery, better filters, suitability guidance, alternatives, alerts, basket support, recipe-linked inspiration and profile-based relevance. The aim is to make product data materially more useful at the point of decision, not just more complete in a database.

In practical terms, this solution area supports four customer-facing strengths:

Improve search, filtering and category navigation
Support suitability and product verification
Offer alternatives, swaps and profile-led guidance
Extend into recipes, planning and basket improvement

Insight & Decision Services

metaFora produces more than customer-facing outcomes. It also helps the business generate more granular insight across segments, demographics, channel, touchpoints, category, range architecture, compliance, health, sustainability and baskets.

The same product truth layer can feed dashboarding, anomaly detection, drill-down analysis and colleague-facing decision support. That makes enrichment not only a customer experience enabler, but also an insight enabler.

In practical terms, this solution area creates four important business-facing strengths:

Visualise accuracy, compliance, balance, health and sustainability
Surface hidden patterns and discovery opportunities
Support category, merchandising and supplier-facing decisions
Create a stronger bridge between enriched product truth and business action

Retail Media Enablement

metaFora’s role in retail media is the enablement layer. It turns governed product intelligence into more granular, policy-safe retail media assets, including segment logic, eligibility lists with reasons, campaign-readiness analysis, taxonomy alignment, guardrails and activation inputs.

metaFora strengthens the product-truth foundation that retail media depends on. It helps teams create more sellable audiences, reduce setup friction, apply traceable guardrails and improve advertiser confidence.

In practical terms, the retail media enablement layer provides five important capabilities:

Create more granular audiences from verified product truth
Reduce setup friction through readiness views and gap analysis
Apply guardrails for HFSS, allergens, sustainability, recall and other policy needs
Provide eligibility decisions with reasons and audit trails
Support attribute-level explanation of campaign logic and outcomes

Discovery & Data Readiness

This is a practical entry point for organisations that want to understand the opportunity before committing to a broader rollout. metaFora can assess the full catalogue, surface data gaps, validate use cases, clarify integration options and create a practical roadmap.

This makes it easier to move from interest to evidence. It also helps organisations decide which journeys, categories or touchpoints to prioritise first.

In practical terms, this entry-point service delivers four immediate outputs:

Assess catalogue quality and readiness
Identify priority use cases and business value
Clarify integration options and phased adoption paths
Create a practical roadmap for rollout, testing and measurement

Want to explore which solution area fits best?

Contact metaFora to discuss governed product intelligence, customer journeys, insight, retail media enablement or a Discovery & Data Readiness engagement.