SCALEBOUND
Strict Qualifier: 1,000+ Products Only

Custom Data Pipelines Optimized for Amazon & Major Marketplaces.

We restore data integrity for high-volume B2B inventories.No subscriptions. No per-seat pricing. Just results.

The Problem

Generic Tools Can't Handle Your Scale.

Off-the-shelf AI plugins are built for small shops with simple data. When you throw 50,000 SKUs at them, they break, hallucinate, or become prohibitively expensive.

Manual tagging is even worse—slow, inconsistent, and forever playing catch-up with your inventory.

The Solution

A Custom Pipeline Tuned to You

  • We map YOUR specific taxonomy, not a generic one.
  • Process 10k or 100k SKUs overnight without crashing.
  • Intensive Pre-Launch Testing guarantees production-grade accuracy.
  • You own the data output, forever.
How We Work

A Transparent Path to ROI

No guessing games. You approve every step before we move to the next.

01. Qualify & Discover

The Audit

We scan your catalog to find key issues. You get a tangible Strategy Report identifying broken data and quick wins—yours to keep.

Free / High Value
02. The Plan

The Roadmap

We design the exact AI architecture for your data. You get a comprehensive implementation plan and fixed-price proposal.

Fixed Fee
03. The Fix

Execution

We build the pipeline, run intensive sample testing, and process your data. You receive clean, enriched files ready for upload.

Project Based
04. The Growth

Maintain

New products are processed automatically. We monitor quality and update rules as your category evolves.

Retainer (Optional)
Real Client Results

1,689 Dead Listings → $42k/yr Revenue.

The Challenge: 1,700 wallpaper borders had zero sales for over a year. Generic titles, missing keywords, no SEO. Manual fixes would cost more than the profit.

The Fix: Complete copy recreation for every listing with individual SEO optimization. AI pattern analysis → high-potential keyword research → Amazon-compliant selling copy.

Impressions
8.1x
Visibility growth
Clicks
11.6x
Traffic growth
Revenue
$42k
Projected annual
Conversion
3x
vs. legacy listings

"So, how much?"

We can't price a custom data pipeline before we see the data. That would be guessing.

Instead, we use a transparent valuation model based on compute volume and engineering complexity.

How We Quote

Volume

Processing 50,000 items costs more compute than 1,000. We pass these costs through transparently.

Complexity

Unstructured PDF specs? Legacy databases? Multi-language needs? Complex data sourcing requires more engineering time.

The Result

Fair, Scope-Based Pricing

You pay for the work, not a markup.

Common Questions

Because 100 messy items cost more to fix than 1,000 clean ones. We price based on data complexity and compute volume, not just SKU count. This ensures you only pay for the work required to fix *your* specific data problems.
Absolutely. We run intensive testing on a small sample first. You review and approve the results before we touch your full catalog. We typically work with exports (CSV/Excel) so we don't need direct write-access to your live store until you're ready.
We are optimized for Amazon, but our pipelines generate clean, structured data that works for Shopify, Magento, Akeneo, or any custom PIM. If it accepts a CSV or API input, we can format for it.
Yes. We specialize in reviving inactive inventory. We analyze market gaps, rewrite SEO content, and fix categorization errors that keep these products invisible. We turn dust-gatherers into revenue generators.

Not ready for a full pipeline build?

Looking for internal AI workflow consulting?Book a strategy session