SpecMatrix AI

Autonomous Multi-Agent Product Intelligence Engine

252 Delivery Headers • Ground Truth Engine

Transform Scattered Data into Structured Intelligence

Autonomous multi-agent pipeline converts unstandardized distributor product feeds into validated, search-ready catalog records — strictly preserving all 252 static delivery headers and enterprise content guidelines.

1,000+
Catalog Items
252
Static Headers
4
AI Agents
100%
Schema Valid
verifiedQuick Sample Presets (Click to test)
PDSH4816AF
PDSH4816AF
PDSH4816AF Dishwasher SS - Display Only
DCB518ASTS06G
DCB518ASTS06G
DCB518ASTS06G Diablo 1/2"x18" - Sanding Belt 6pc
3MABR-7100075678
3MABR-7100075678
3M 775L Stikit Film P150 - Cubitron II 50 Disc/Box
DBD090094101F
DBD090094101F
DBD090094101F Diablo 9" - Metal Cut-Off Disc
AF-GV-50
AF-GV-50
ApexFlow resilient seated gate valve DN50 PN16 ductile iron 2 in
HC-80-75
HC-80-75
HydroCore end suction centrifugal pump 72 m3/h 7.5 kW 80 mm
M3-160M
M3-160M
VoltEdge three phase induction motor 11 kW 415 V IE3 IP55

tuneActive Product Seed

PART NUMBER (MPN)
RAW DESCRIPTION / TITLE
BRAND
MANUFACTURER

neurologyMulti-Agent Execution

○ Standby
1
Web Research Agent
Manufacturer sources & Google Search Grounding
waiting
2
Document & Vision Agent
Technical parameters, UOMs, and tolerances
waiting
3
RAG Catalog Agent
3-tier taxonomy & 252 delivery headers synthesis
waiting
4
Validation Agent
Content guidelines validation & confidence scoring
waiting
closeRAW MESSY INPUT
PDSH4816AF Dishwasher SS - Display Only
Brand: PlaceholderTaxonomy: Unclassified
check_boxENRICHED COMMERCE RECORD (252 HEADERS)
FRIGIDAIRE® PDSH4816AF— Standardized & Classified
5 Channel DescriptionsStandardized UOMs
search
Ready for batch or single enrichment

Select a sample preset above or click Enrich all 1,000 Products to populate the 252 delivery headers.