IS YOUR DATA ENABLING SMARTER DECISIONS?

Discover How Our AI Data Solutions Transform Your Business Processes

Convergence Data combines purpose-built AI with deep manufacturing expertise to help organizations leverage their existing information and enrich it by harvesting new data. We deliver a best-in-class schema for every part through a detailed attribute profile and category structure.

Clean, validate, and normalize your existing data with AI to ensure continuity.
Re-import the updated data into your current or new system for optimal use.
Harvest new information from even your most limited data sets, so engineering, procurement, marketing, and ecommerce teams can use it more effectively.

AI DATA SERVICES THAT DO MORE

Cleanse, Harvest, Validate, and Enrich, at AI Scale

We pair purpose-built AI with expert data engineers to transform raw, fragmented product data into a governed, ecommerce-ready asset.

AI Data Cleansing

Our AI engine systematically identifies duplicate, incorrect, or incomplete records and corrects them at scale, powered by Design For Retrieval and machine-learning models trained on technical product data.

AI Data Harvesting

AI-assisted research extracts attributes from datasheets, PDFs, supplier sites, and unstructured sources, giving engineering, procurement, and ecommerce teams the complete product picture.

AI Data Validation

Automated validation scripts and AI quality scoring enforce PLM and PIM formatting standards, catching errors before they reach downstream systems.

AI Data Normalization

AI normalizes attributes, units, and naming conventions across millions of SKUs, creating the continuity needed for governance, search, and ecommerce performance.

Data Value Analysis

Get Started With a Data Value Analysis (DVA)

DVA is Convergence Data's proprietary cost-savings report, enabled by our Design For Retrieval software and AI engine. We identify inconsistent and incomplete parts data, align attribute data for better comparison, surface preferred parts, and uncover supplier savings.

Enhance inventory utilization and part reuse
Reduce administrative costs of new part introduction
Improve designer and engineering effectiveness
Increase purchasing leverage with preferred parts

Discover DVA

Migrate Your Data Into Your PLM or PIM

Many PIM and PLM migrations stall because vendors underinvest in integration. Our AI-accelerated approach uses agnostic software that doesn't depend on where the data is coming from or going to, de-risking every migration.

Explore SmartSwitch

Governance & Enablement

Flexible, Expert-Led Training Services

Our software accelerates project execution, but its greatest benefit is long-term governance. We train your team to manage data correctly, all the time.

Instructor-led sessions at your site or ours, whichever is most convenient.
Curriculum aligned to the plan established at project kickoff.
Retraining and onboarding for new team members as your team grows.

Who We Serve

Explore How Convergence Data Works For You

Since 2001, we've delivered the enriched product data that was missing from our clients' business strategies.

Varied Industry Experience

Deep specialization across aerospace and defense, automotive and industrial, HVAC, electronics, and oil and gas services.

Data Management for Marketing

AI-cleansed and enriched PIM data ready to power digital marketing, syndication, and brand consistency.

Parts Data for Engineers

Enriched, accurate parts data that optimizes PLM software for part reuse, sourcing, and cost savings.

Your Data, Enhanced for Ecommerce

Highly organized, attribute-rich product data and imagery that wins search, conversion, and category authority.

AI-Led Data Services That Drive Bottom-Line Impact