Small details. Meaningful differences.
References, variants, movements, materials, and condition matter when identifying and comparing products.
COMMERCE PROBLEMS. CONNECTED SOLUTIONS.
Start where complexity creates opportunity.
For marketplaces, recommerce platforms, and retailers with rich product variation, inconsistent listings, and decisions that depend on getting the details right.
01
Marketplaces
Atlas → Prism
Connect the catalog behind the marketplace.
Inconsistent seller titles, missing attributes, and duplicate listings make product understanding harder. Start with a shared identity layer that can support catalog quality, search, and matching.
- Canonical product identity
- Attribute normalization
- Duplicate & variant resolution
02
Recommerce
Atlas → Prism
Understand the product. Preserve the differences.
The same model is not always the same offer. Bring reference, generation, condition, and transaction context into matching and valuation use cases.
- Condition-aware product context
- Relevant comparable sales
- Pricing decision support
03
Retailers & brands
Atlas → Reach
Prepare your products for the next discovery channel.
Make product knowledge more consistent across your catalog and feeds. Create structured, interpretable information for AI-powered search and shopping experiences.
- Product enrichment
- Structured inventory feeds
- AI-readiness assessments
CATEGORY INTELLIGENCE
Every category has
its own complexity.
Watches and luxury fashion show why detailed product knowledge matters: small differences change how products are matched, valued, and discovered.
A richer language for every product.
Models, materials, sizes, colors, and generations shape how designer handbags are understood and compared.
COMMERCE INTELLIGENCE ACCELERATOR
One category.
One measurable starting point.
A proposed 6–8 week pilot, scoped around your data and one downstream application. Timing and outcomes depend on data readiness and agreed scope.
Audit & align
Define the use case, inspect data, and establish baseline quality measures.
Structure & resolve
Map the taxonomy, enrich attributes, and evaluate product identity.
Activate & demonstrate
Connect an agreed matching or pricing use case to an intelligence interface.
Evaluate & plan
Review offline results, the business case, and a potential production roadmap.
Designed for a path beyond the pilot.Implementation is scoped separately from potential ongoing platform licensing and usage.