In automotive, a part is only right for the right vehicle. Enterprise Digital Brain understands fitment, interchange, and supersession, so every catalog, marketplace, and agent sells the right part.
Suggested startProduct findability challenge
Fitment decides whether a part is right, and gaps show up as wrong-part returns and missed sales.
When a number is superseded or an equivalent exists, every catalog and channel has to know.
Catalog data has to arrive in the formats trading partners and marketplaces accept.
Fitment is the product. Year, make, model, engine, and trim decide whether a part is right, and interchange, supersession, and equivalence decide what else can do the job. Catalogs carry this across suppliers, standards, and marketplaces, and gaps show up as wrong-part returns and missed sales. Enterprise Digital Brain understands parts and vehicles together, continuously finds and fixes fitment gaps, and prepares catalog data for the formats and channels that sell it.
Identifies which products, parts, accessories, components, and consumables work together.
Offered as a challenge or pilotRecommends an alternative when a product is unavailable, discontinued, or unsuitable.
Offered as a challenge or pilotAnswers what the customer is trying to accomplish, not only the keywords they typed.
Offered as a challenge or pilotIdentifies products nearing obsolescence and recommends replacements or migration paths.
A likelihood with evidence and confidence. People decide.
Offered as a challenge or pilotExamples of what companies might use it for. They are possibilities, not a closed list or the core offering, and each is offered as a challenge or a pilot on your own data.
A distributor can tell a repair shop or fleet which parts fit the vehicles they service, what supersedes a discontinued number, and what the job also needs.
Product tells you what something is. Party tells you who it matters to. Together, they tell you what to do next.
Vehicles, interchange, supersession, and the repair job.
Fitment and part attributes.
Fitment with provenance.
Fitment gaps and coverage opportunities found, and the right part anticipated for the job.
Better data is the foundation. Better decisions are the outcomes.
How the four levels work →See how much of the assortment may be hard to find today.
You sendOne commercially important category and, if you have it, your zero-result search log.
See how much resolves without a person touching every record.
You sendThe product or party domain causing the most pain, as a representative dataset.
Product catalog. Customer master. Supplier feed. Migration. Platform implementation. AI initiative. Send it as it sits today, and we will show you what the brain does with it.
Send a real slice of your data. We will reason against it in your vocabulary.