How It's Built

A small, honest architecture we can explain end to end.

Retail-tuned models, role-based access controls and straightforward integrations. We'd rather show you the pipeline and its limits than hand you a badge wall.

Retail-tuned

models, not generic text AI

Weekly

shipping product updates

Hours

not weeks, to process a batch

Architecture

Six layers, one platform.

Ingestion layer

Parses PDFs, spreadsheets, images, line drawings, CAD files and supplier APIs into structured records.

Document parsingCAD & drawingsBulk & API ingestion

Intelligence layer

Retail-trained models generate missing attributes, classify taxonomies and score image and text quality.

Retail-tuned modelsConfidence scoringImage scoring

Validation layer

Every record is checked against GS1 standards, retailer taxonomies and marketplace listing requirements.

GS1 standardsTaxonomy validationReadiness scoring

Product graph layer

Complementary and compatible relationships plus embeddings that power search, recommendations and agents.

EmbeddingsCompatibility graphSemantic search

Activation layer

Delivers verified data to PIMs, ERPs, commerce platforms, marketplaces and warehouses.

RESTful APIsWebhooksGrowing connectors

Governance layer

Role-based access controls, audit logging and full traceability from source document to published value.

RBACAudit loggingSSO readyTraceability

Trust and governance

The governance pieces we built first.

Access controls

Role-based access controls and audit logging so you can see every action, even while we're early.

RBACAudit loggingSSO ready

APIs and webhooks

RESTful APIs and webhook integrations connect Atronous to PIMs, ERPs, commerce platforms and data warehouses. Our connector list is growing — we'll tell you if yours isn't ready.

RESTful APIsWebhooksGrowing connectors