For Business and Industrial Products

Complex technical data, made accurate at scale.

Business and industrial products are specification-heavy, variant-driven, and unforgiving of errors. atronous extracts and generates the technical attributes your buyers and systems require. It validates every value against category rules, then delivers verified, channel-ready data to your PIM and ERP.

What AI agents see

Thin attributes on the left. Rich, agent-ready attributes on the right. Drag to compare what an AI agent can read when it decides what to recommend.

Raw product photo
Before MITUVERA · MV-150D atronous C-score 40%

MV-150D CALIPER DIGITAL 6IN

$42.90 12 issues
Specifications
Range6IN
Resolution
Accuracy
Material
Display
Battery
Protection
Measures

Missing description

No GTINUncategorized9 fields missing
Digital caliper, view 2Digital caliper, view 3Digital caliper, view 4Digital caliper, view 5Digital caliper, view 6Digital caliper, view 7
Mituvera 150 mm Digital Caliper, Stainless Steel, IP54
After MITUVERA · MV-150D atronous C-score 98%

Mituvera 150 mm Digital Caliper, Stainless Steel, IP54

$42.90 Ready to deliver
Specifications
Range0-150 mm (0-6 in)
Resolution0.01 mm / 0.0005 in
Accuracy±0.02 mm
MaterialStainless steel
DisplayLCD
BatterySR44 1.5V
ProtectionIP54
MeasuresOD, ID, depth, step

A 150 mm electronic digital caliper in hardened stainless steel. Reads inch and millimeter on a large LCD and measures outside, inside, depth, and step dimensions.

  • Hardened stainless steel, IP54 splash resistant
  • Inch and millimeter, zero at any point
  • 0.01 mm resolution, large LCD
GTIN 0716453110097Industrial › Metrology › CalipersEvery value validated
Drag the divider. Hover the dots to see what atronous generated and validated.
The problem

Specs do not scale by hand.

A single industrial line can carry thousands of SKUs that differ by small configuration details. The source data lives in manufacturer documents, line drawings, and CAD files, in dozens of inconsistent formats. Pulling clean, comparable attributes out of that by hand does not scale.

When attributes are missing or wrong, the cost is real: failed listings, returned orders, and cancelled purchases from a single incorrect spec.

Why it matters

Where accurate technical data pays off.

Extract from any source

atronous reads manufacturer specs, datasheets, line drawings, and CAD files, then generates structured attributes from documents that were never built for ecommerce.

Tame variant complexity

Model numbers and configurations multiply fast. atronous normalizes variants across product families so each SKU carries the right, consistent attributes.

Protect against costly errors

In industrial product data, one wrong identifier or spec causes returns and cancellations. Deterministic validation and 100% identifier checks catch errors before delivery.

How it works

Extract. Validate. Activate.

1

Extract and generate

atronous ingests specs, datasheets, line drawings, and CAD, then extracts and generates structured technical attributes for every product.

2

Validate

Deterministic logic validates every attribute against category rules, including identifier and unit checks. AI generates. Deterministic logic validates.

3

Activate

Verified, channel-ready records flow to your PIM, ERP, and distributor portals as one authoritative source.

The constraint engine spans 400+ categories, each validated on its own rules. A rule for one product category never contaminates another.

Validated technical data at enterprise scale. Accuracy you can put in front of buyers and systems.

63product attributes per SKU in a single delivery run
50K+records processed at a 98%+ success rate
400+product categories in the constraint engine
100%identifier pass rate, zero duplicates

atronous is not a PIM.

PIMs store and organize what you already have. atronous extracts and generates the attributes you do not, validates them against category rules, and delivers verified data to your PIM and ERP.

Free data assessment

See your technical data validated.

Send a sample of your product data and we return it generated, validated, and structured, with the issues we found and what they mean at scale. No pitch.

Turn complex technical data into verified records.

We analyze a sample of your products and send back what is slipping through. No pitch.