Available
Spreadsheets
XLSX, CSV, supplier templates
Cailar Catalog platform
The production layer for accurate product data.
Bring fragmented product sources into one evidence-led workflow for structuring, cleaning, enriching, validating, reviewing, and delivering catalog records.
Available capabilities are configured to the customer’s approved scope. Planned direct integrations are labeled.Source files
supplier-master.xlsx2,480 rows
LL24-spec-sheet.pdf8 pages
product-images146 files
catalog-export.csvLegacy record
4 sourcesMatched to 1 product
CAILAR
01Extract attributes
02Match product
03Normalize units
04Score confidence
05Route exception
Reviewed record
Aster LumaLine 24
LED wall fixture · AST-LL24-30-BK
92ready
Channel readiness · illustrative
Wattage24 W Verified
Input voltage120–277 V Review
Output2,200 lm Verified
Color temp.3000 K Verified
Source evidence attached3 files · 7 approved fields · 1 exception
Ready for reviewAccepted inputs
Begin with the files and exports you already have.
A founding-partner scope confirms formats, volume, data rights, and the product category before processing begins.
Available
Specification documents
PDFs and approved technical files
Available
Product images
JPG, PNG, approved image sets
Available
System exports
PIM, ERP, commerce, legacy data
Available
Existing listings
Authorized channel exports
Planned
Connected sources
Approved direct integrations
One connected workflow
Every stage produces something your team can inspect.
No black-box promise. The platform shows the record, rule, source, confidence, exception, and approval state at each step.
01Available
Identify products and variants
Connect supplier identifiers, internal SKUs, model numbers, product families, and variants before enriching a record.
SUPPLIERLL-24-BK
INTERNALAST-LL24-30-BKMatched
02Available
Extract attributes with evidence
Capture factual values while retaining the originating document, page, row, cell, image, or approved record.
SPEC SHEET / P.3Output: 2,200 lm
OUTPUT2,200 lm1 source
03Available
Map and normalize
Align source terminology, units, values, categories, and product relationships to the customer’s approved model.
Supplier fieldLuminous Flux
Approved attributeLight output
Normalized value2,200 lm
04Available
Detect conflicts and duplicates
Surface contradictions, likely duplicate products, missing requirements, and invalid combinations for review.
Spreadsheet120 V
Spec PDF120–277 V
05Available
Enrich from approved facts
Prepare channel-appropriate titles, bullets, descriptions, and structured attributes within agreed factual and brand rules.
APPROVED FACTS24 W · 2,200 lm · 3000 K · Matte black
CHANNEL TITLEAster LumaLine 24 W LED Wall Fixture, 3000 K, Matte Black
06Available
Approve and deliver
Separate unresolved suggestions from approved values, then create the agreed structured export or delivery workflow.
18approved
01needs review
00blocked
Delivery
Approved data, prepared for the next system.
Keep your current source of record. Cailar focuses on improving the information that moves into and between your catalog workflows.
Structured CSV / XLSX
Customer-defined fields, formats, units, and category structure.
JSON / API-ready output
Structured records with identifiers, values, evidence, and approval state.
Shopify-ready templates
Prepared fields and variants for an agreed Shopify catalog scope.
Amazon-ready templates
Category-specific output prepared for review before publication.
PIM / ERP delivery
Direct integrations are shown only after they are implemented and scoped.
Walmart / BigCommerce
Direct delivery follows implementation and contracted customer demand.
Security is part of the product scope.
Confidential data transfer, access, retention, deletion, model usage, and subprocessors are reviewed before any customer catalog is accepted.
A practical first step
Start with a representative product sample.
See the highest-value catalog gaps before choosing a platform or planning a migration.
Get a Catalog Audit