PRODUCT DATA INFRASTRUCTURE · PRO DATA INTEL
Pro Data Intel
One trusted product record. Every commerce channel.
Turn supplier documents into complete, validated catalog data. Give merchandising, marketplace and engineering teams a shared source of truth from onboarding to activation.
01 / INGEST
Bring every source together
02 / GOVERN
Validate with traceability
03 / ACTIVATE
Deliver to every channel
The platform
Six connected products. One governed pipeline.
Extract product data from any source
Pro Data Intel Ingest
Turn supplier PDFs, spreadsheets, images and CAD files into clean, structured product records.
View product
Generate the attributes your catalog is missing
Pro Data Intel Attribute AI
Generate the attributes your catalog is missing with retail-tuned models and a confidence score on every value.
View product
GS1 and marketplace compliance, automatically
Pro Data Intel Validate
Check every SKU against GS1, retailer taxonomies and marketplace rules before it ships.
View productBuilt to plug into the tools you already run
Google Cloud
ShopifyEverything you need toget a catalog live
Any source in
PDFs, sheets, CAD, images.
AI attributes
Gaps filled with scores.
Rule checks
GS1 and channel rules.
Taxonomy map
Aligned to your model.
APIs & hooks
Push into PIM or ERP.
Agent ready
Embeddings for AI search.
Inside the platform
One workspace for the whole record.
Every value keeps its source, its confidence score and its history — so anyone on the team can see why a record looks the way it does.
Our work
Before and after, on real storefronts
A few pages we rebuilt around cleaner product data — richer attributes, clearer options, fewer questions left unanswered at the point of purchase.
Business outcomes
Catalog operations that scale without adding headcount.
We turn whatever your suppliers send into verified, channel-ready product data. Teams deploy it against one category, measure the output, then roll it across the catalog.
Direct team access
Talk directly with the Pro Data Intel team about onboarding and support.
Weekly release cadence
Design-partner feedback lands in production within the same month.
Independent roadmap
Priorities follow customers rather than a board.
Hours, not weeks
Compress catalog onboarding
Supplier documents become structured, validated records in a single pipeline run instead of a multi-week keying project.
One record model
Standardise evaluation across teams
Every attribute is generated, scored and validated against the same rules, so merchandising and compliance stop disagreeing.
Pre-submission
Reduce marketplace rejections
GS1, taxonomy and channel rules are checked before publishing, with a readiness score per record.
Every value traced
Make audits routine
Source document to published value traceability, role-based access and audit logs across the pipeline.
Solutions by team
One product record. Every team that depends on it.
Start with one team's biggest bottleneck, then roll it out wider as the record model proves out.
For Merchandising Teams
Publish complete listings without manual keying
Close attribute gaps across thousands of SKUs so categories go live complete the first time.
For Catalog & Data Ops
Standardise every supplier feed on one record model
One normalised product record from PDFs, spreadsheets, images and CAD — with source-to-value traceability.
For Marketplace & Compliance
Fewer rejections, evidence on every value
GS1 and retailer taxonomy checks run before submission, with audit logs your reviewers can cite.
For Engineering & Platform
Product data delivered as an API, not a project
RESTful APIs, webhooks and warehouse sync — no bespoke ETL to maintain per channel.
For Digital & Growth
Search and recommendations that actually convert
Richly attributed catalogs, compatibility graphs and embeddings behind on-site discovery.
For AI Commerce Leads
Be machine-readable before the channel matures
Decision-grade attributes aligned to emerging agentic commerce protocols.
What the platform does today
Three things that already work well.
Data Quality
Generates verified, complete product data from any source.
- Automates ingestion from PDFs, spreadsheets, images, line drawings, CAD files and APIs
- Normalizes, validates and standardizes product data at scale
Product Intelligence
Creates intelligent, richly attributed product catalogs.
- Generates ML-derived attributes and surfaces complementary and compatible products
- Aligns to retailer taxonomies and powers hyper-relevant recommendations
AI Commerce Ready
Structures product data for enterprise systems and AI-powered commerce.
- Delivers verified data to PIMs, ERPs and commerce platforms via APIs and webhooks
- Compatible with emerging AI commerce protocols for embeddings and semantic search
Retail-Trained AI
Models tuned for retail product data rather than generic text, so attributes come out in catalog shape.
Cloud Infrastructure
Runs on managed cloud infrastructure that scales with the size of the batch you throw at it.
APIs & Webhooks
RESTful APIs and webhook integrations to PIMs, ERPs, commerce platforms and warehouses.
Data Pipelines
Ingestion from PDFs, spreadsheets, images, line drawings, CAD files and APIs.
Validation Engine
GS1 standards, retailer taxonomies and marketplace requirements checked automatically.
Access Controls
Role-based access and audit logging, so you can see exactly what changed and who changed it.
Connectors
Shopify, Amazon, Walmart, Mirakl, Salsify, Syndigo, Pimcore, Snowflake — with more being added.
Agentic Commerce Ready
Embeddings and semantic structures aligned to emerging AI commerce protocols.
Pro Data Intel vs Traditional PIMs
Why teams replace static PIMs with an intelligence engine.
PIMs store product data. Pro Data Intel generates, validates and activates it.
Request a demo
See it run on your own catalog.
Send us one category and your channel requirements. In 30 minutes we ingest it live, show generated attributes with confidence scores, and validate the output against your target marketplace rules.
- Discuss the workflow directly with our team
- Your real documents, not a canned dataset
- Written summary of what worked and what did not
How It Works
Activate your product data in three steps.
Step 1Ingest, Validate and Generate
Connect product data from any source — PDFs, spreadsheets, images, line drawings and CAD files. Pro Data Intel ingests, validates against marketplace requirements and generates missing attributes automatically.
Step 2Build Product Intelligence
Classify to retailer taxonomies, map complementary and compatible products, and generate embeddings that power search and recommendations.
Step 3Activate Across Your Stack
Publish verified, channel-ready data to PIMs, ERPs, commerce platforms and marketplaces through APIs, webhooks and our connector library.
Note: steps one and two are solid; connector coverage is still expanding, and we'll tell you honestly if yours isn't ready.
Agentic discovery is a new channel
Is your catalog ready for AI shopping?
The way people buy is changing. AI agents like ChatGPT, Gemini and Claude are shopping on your customers' behalf. These agents do not search — they reason and decide. We're building product data infrastructure aligned with emerging AI commerce standards so your listings stay visible and decision-grade. This is the newest part of the product, and it moves fast alongside the standards themselves.
Current shopping
Human-driven experience
- Browsing descriptive product pages
- Clicking “Buy” on retailer websites
- Visual appeal: 3D and lifestyle imagery
“A cozy fall cardigan in rich burgundy…”
Future shopping
AI agent-powered experience
- Voice and prompt-based buying
- No website visits
- One-click checkout in chat
Color: Burgundy | Delivery: 2 days | Rating: 4.7
The shift: agents don't read. They compute using math.
Security & compliance
Built for teams that answer to a security review.
We're early, so here's exactly what is in place today and what is available on request — no certification badges we have not earned.
Data privacy by default
Your catalog data is used to serve your workspace — never pooled to train models for other customers.
Secure infrastructure
Managed cloud hosting, encryption in transit and at rest, and least-privilege service access.
Access control & audit
Role-based permissions with audit logs covering who changed which attribute, and when.
SSO-ready
SAML single sign-on available on request for Enterprise engagements.
Put verified product data behind every channel.
Our current rates are locked in for customers who deploy with us now. Start with one category and expand once the output holds up in production.
