Engineering & SourcinguVizion Platform

The Equivalence Engine

Reveals equivalents you overpaid for. Market alternatives you missed.

A single reasoning layer that surfaces and ranks alternatives across chemistry, electronics, and mechanical parts - with the substance, grade, and supply context behind every recommendation. Built for teams who want cross-references and the reasoning attached.

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Headline
Alternatives across every domain you ship
Capabilities

What The Equivalence Engine does

Everything engineering & sourcing teams need to act on material intelligence - without leaving the platform.

Surfaces the same material hidden across your catalog under different SKUs and suppliers
Discovers market alternatives beyond your catalog with engines purpose-built per domain
Regulatory-difference signals (REACH, RoHS, GHS, ITAR scope) flagged for your review
Domain-specialized engines for electronics and mechanical. Purpose-built per domain, not a generic model
Specialized chemistry intelligence available via the Chemical Alternatives Intelligence Layer
Outcomes

Measurable wins from day one

5–15%
lower BOM cost via duplicate-spend recovery and market-validated substitutions
2–3×
qualified suppliers per part. Single-source risk reduced
Improved
lead time when primary supply breaks, via pre-vetted alternatives
Specialized for chemicals

Working in chemistry?

The Chemical Alternatives Intelligence Layer is the chemistry-specialized companion to the Equivalence Engine - built for sourcing, QA, and RA teams working with single substances, blends, and UVCB mixtures.

Explore the Chemical Alternatives Intelligence Layer
Better together

One backbone. Aligned across teams and domains.

The Equivalence Engine is decisive on its own - and compounds with the rest of the uVizion platform.

Agile CatalogProduction

Always-on cost optimization.

Continuous monitoring of global material markets, supplier signals, and BOM cost drivers. Agile Catalog spots savings before they disappear - delivering compounding value with every transaction ingested.

OrchestratorEngineering

Supply-aware engineering from day one.

Turn engineering BOMs into live, sourceable artifacts. Orchestrator binds 3D component models, material standards, and live supplier availability - so design choices reflect what can actually be built and bought.

Tender DiscoverySales / GTM

Win bids faster, with precision.

Score incoming RFPs, enrich them with live material pricing, and surface highest-probability opportunities- so your team bids with precision, not guesswork.