DATA TRANSFORMATION PILOT

Prioritize, structure, and enrich product data.

AI product data enrichment offers a powerful way to accelerate one of the hardest tasks in digital commerce. But many AI enrichment pilots are doomed from the start. There's no argument about whether the data needs help; the question is what really works to drive business outcomes?

The Data Transformation Pilot answers that question at an entry-level cost and gives you real evidence to drive your enrichment program. We find the categories where the upside is largest, transform the data properly, and show you the impact it has on search and conversion.

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What You Get

Ascend Diagnostics

Prioritize performance gaps with our proprietary dashboard. Free access forever.

6-Week Timeline

Fixed scope, fixed price, fixed end date. You know what you're getting and when.

Data Model/Schema

We define the structure and rules. You don't have to build it yourself; it's part of the work.

Product Data Enrichment

Production-ready enriched data, not a report. AI-boosted with human QA, deployed and measured.

Ascend Diagnostics Dashboard

Before we transform a single record, Ascend Diagnostics analyzes your commerce data to identify the categories where enrichment will have the highest impact. Once your transformed data goes live, it tracks performance in real-time; showing you the before and after so you can see exactly what the work delivered.

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Priority Engine

Ingests your data to surface high-impact opportunities

Before & After Tracking

Measures performance lift as enriched data hits the website

Free Access Forever

You keep the dashboard to monitor results indefinitely

Why smart enrichment beats fast enrichment

Most AI enrichment tools optimize for one thing: filling in blank fields as quickly as possible. The result? You get data faster and cheaper, but you still need to QA it, rework it, and figure out if it actually matters. That's where the real cost lives.

We start differently. We identify where enrichment drives business outcomes, build the structure to support accuracy, and handle the QA as part of the engagement. The data you get is production-ready from day one. This means faster time to your channels, better search performance, and real evidence that the work paid off.

AI Enrichment Tool (Standalone or PIM Feature)

  • "Enrich everything we can" as a starting point.
  • You build your own data model from scratch, reuse what you have, or skip it entirely.
  • Outputs auto-enriched records with no human oversight.
  • Manual review required for every record.
  • Multiple rounds of rework required.
  • You launch when the data is "good enough to ship."
  • No ongoing measurement of enrichment effectiveness.
  • Total cost of ownership climbs rapidly when you factor in enrichment + hidden QA labor.

Pivotree AI Data Transformation Pilot

  • "What should we enrich, and why?" as a starting point.
  • We define the data model with you.
  • AI enrichment + human QA = high-confidence data.
  • QA is baked in and done for you, and rework is minimized through our upfront work.
  • Your data is ready to deploy with total confidence.
  • Ascend Diagnostics is free forever, so you can keep measuring effectiveness and ROI.
  • Fixed scope, fixed price, predictable costs.

How it works

Prioritize the problem

We find the categories and SKUs where the upside is largest using your own commerce data. You see the reasoning behind it before anything gets touched.

Transform the data

Taxonomy, schema, classification, and targeted enrichment. We actually change the records, not just recommend changes.

Measure the result

We capture how those categories are performing before the work starts. Once the transformed data is in use, that benchmark is what the comparison runs against.

This is the right call when...

  • You know the product data is holding you back and you can't point at the specific part doing the most damage.

  • A full catalog enhancement program has been floated internally and died for lack of evidence.

  • You need a number and an end date before anyone will approve anything.
  • There's a channel launch, an acquisition, or a replatform coming, and a couple of categories have to be right before it lands.

  • You've paid for a data project before and got a report on the problem instead of a fix.

Data Transformation Pilot FAQs

No. An assessment reports on the problem. This engagement changes the data. You end up with transformed records in your environment, not a document about what to do next.

Find out what catalog work is worth doing.

You suspect your product data is the problem, but you need the hard numbers and you need them fast. That’s what the Data Transformation Pilot is built for. Start the conversation and we’ll get you the data.