Products
One foundation for bearing data, part identity and catalog operations.
Explore structured data, connect fragmented part records and prepare catalogs your teams and applications can use. Choose the data access or operational workflow that fits your task.
Modules
Ten capabilities,
one data model
Each module states what exists today. “On request” means delivered through a scoped assessment, not a self-serve product.
- Schema and dataset manifestPreview
Structured bearing data
Versioned specifications and applicable attributes with traceable sources.
Learn more - Candidate and evidence comparisonOn request
Part identification
Resolve incomplete records into evidence-backed product candidates.
Learn more - Entity relationships and filtersPlanned
Catalog portfolio
Connect manufacturer products, supplier listings and local SKUs in one searchable view.
Learn more - Raw-to-normalized mappingPreview
Classification and schemas
Place products in a consistent family model without losing source labels.
Learn more - Attribute assertion detailOn request
Enrichment and evidence
Fill supported gaps from sources and keep conflicts open for review.
Learn more - Side-by-side differencesOn request
Matching and deduplication
Group identity candidates while preserving meaningful variants.
Learn more - Supplier identity card with observed datePlanned
Supplier intelligence
Link products to source-backed supplier identities and listings.
Learn more - Quality dashboardPreview
Catalog analytics
Measure applicability, completeness, conflicts and review workload.
Learn more - Like-for-like offer tablePlanned
Sourcing comparison
Compare offers only once identity, pack size and terms align.
- API contract and export structurePreview
Integration and API
Deliver records and proposed changes into the systems you already run.
Learn more
What the outputs look like
Previews of the
core record views
Static previews built from synthetic fixtures. They show the target shape of each output — no backend is queried.
Attribute evidence
| Field | Value | Status | Source / location | Review |
|---|---|---|---|---|
| bore_diameter | 25 mm | populated | Illustrative datasheet · row 1 · label “Bore” | synthetic_only |
| ring_width | 12 mm | populated | Illustrative datasheet · row 4 · label “B” | synthetic_only |
| total_width | — | unknown | No source located | — |
| contact_angle | — | not applicable | Family rule: radial deep-groove | rule_validated |
| country_of_origin | — | not researched | Lot-scoped field; needs unit evidence | — |
Candidate comparison
| Attribute | Supplier row | DEMO-101-OPEN | DEMO-101-SEALED |
|---|---|---|---|
| Designation as written | “DEMO 101 brg open” | DEMO-101-OPEN | DEMO-101-SEALED |
| Closure | open (from text) | open | sealed both sides |
| Bore | 25 mm | 25 mm | 25 mm |
| Ring width | 12 | 12 mm | 12 mm |
| Clearance class | — | normal | normal |
| Assessment | — | best candidate | variant mismatch |
Portfolio view
| Manufacturer product | Supplier listing | Pack / unit | Your SKU | Link status |
|---|---|---|---|---|
| DEMO-101-OPEN | Supplier X · SYN-88213 | 1 pc | INT-00412 | exact identity · reviewed |
| DEMO-101-OPEN | Supplier Y · Y-101-O | 10 pcs | INT-00412 | pack differs · proposed |
| DEMO-101-SEALED | Supplier X · SYN-88214 | 1 pc | INT-00413 | exact identity · reviewed |
| — unresolved — | Supplier Z · Z-BRG-25 | 1 pc | INT-00977 | multiple candidates |
Quality summary
| Measure | Value | Definition |
|---|---|---|
| Records in scope | 1,200 | Customer catalog rows in one category |
| Applicable-field completeness | 71% | Populated ÷ applicable fields (excl. not-applicable) |
| Source-supported values | 58% | Populated values with at least one recorded source |
| Open conflicts | 34 | Fields with ≥2 disagreeing supported values |
| Duplicate candidates | 19 groups | Same manufacturer + full designation; awaiting review |
How work proceeds
From sample inputs
to maintained records
No standard six-week rollout or guaranteed ROI — timing depends on your sample, sources and review capacity.
Connect sample inputs
A category export, the supplier files behind it and the documents you trust.
Establish identity & schema
Manufacturer + full designation per record; family schema with applicability.
Propose with evidence
Normalized and enriched values with source, location and method attached.
Review outputs
Accept, reject or defer. Conflicts and unresolved identities stay visible.
Export or integrate
Flat file today; API and write-back are planned.
Maintain
Re-check when supplier feeds or source documents change (scoped per engagement).
Who it is for
Same records,
different jobs
- Developer
Build on structured bearing data
Schema, identifiers and response shapes you can review before access.
Developer hub - Catalog operator
Make bearings searchable and comparable
Before/after rows, gaps, conflicts and a review/export flow.
For catalog teams - Sourcing
Connect supplier records to the right parts
Identity evidence and comparison boundaries before any offer comparison.
Supplier data - Data leader
Reduce catalog rework
Evaluation method, measured effort and scoped delivery.
For data leaders
Which of these modules can I use today?
The catalog checker, the draft record schema, the proposed API contract and the methodology are public now. Dataset access, enrichment, matching and identification are delivered through scoped assessments on request. Everything marked “Planned” is not built.
Is this one product or ten?
One data foundation — product identity, family schemas and per-attribute evidence — with different ways to reach it: files, an API (planned), a review workflow (planned) and managed work.
Do you sell bearings?
No. MyBearings works on bearing data. We do not sell, stock or quote physical parts.
Do you recognise parts from photos or CAD?
No. The scope is catalog records, identifiers and documents. Photo recognition, geometry similarity and should-cost models are separate research tracks and are not offered.
How do you price?
Scoped work is priced per engagement after we see a sample: category, record count, research depth and review effort differ too much for one list price. We will show the basis and the exclusions in writing.
Bring one messy category.
Leave with a clear next step.
Share what your catalog looks like today. We will tell you what a scoped assessment would cover, what it would not, and what we would need from you.