We separate guaranteed cash from contingent revenue share, buyer acceptance conditions, and realistic payout scenarios.
Independent AI data licensing advisory
Your ecommerce data may be valuable. Do not give away the wrong rights.
We help ecommerce brands evaluate proprietary data, compare AI-data licensing offers, and choose the deal that protects their business while maximizing upside.
For founder-led fashion, beauty, wellness, consumer, and ecommerce businesses.
The problem
AI companies want real-world commerce workflows. Most brands have not been shown how to value or protect them.
A single agreement can cover customer-service records, merchandising logic, product taxonomy, returns decisions, internal documentation, operational workflows, and more. Those rights can be difficult—or impossible—to take back once data is used to create models or derivatives.
Exclusivity, sublicensing, derivatives, synthetic data, and model-training rights can matter more than the headline payment.
We help identify valuable data products while excluding personal data, third-party materials, trade secrets, and sensitive records.
What we do
Independent advice for the data owner.
We are not tied to a single AI-data marketplace or intermediary. Our job is to help your company make an informed commercial decision and prepare for a buyer process without opening every internal system.
01 / Assess
Map your data assets
Identify data sources, provenance, rights questions, privacy concerns, and the ecommerce workflows that may have genuine AI-training or evaluation value.
02 / Compare
Evaluate offers
Compare offers from AI-data partners on upfront value, revenue share, exclusivity, buyer access, permitted use, derivatives, liability, security, and reporting.
03 / Prepare
Package the right dataset
Create a scoped data-product concept, data card, safe sample strategy, and decision brief for a controlled licensing or partnership process.
Our process
Start with clarity—not a bulk data upload.
STEP 1Share high-level information
Tell us about your company, systems, operating model, and any current data offers.
STEP 2Receive a fit review
We identify likely data-asset opportunities, red flags, and whether an assessment makes sense.
STEP 3Review your options
We assess deal economics, rights, governance, and strategic fit across potential paths.
STEP 4Choose your best path
License selectively, negotiate better terms, prepare a data product, or walk away.
Request a confidential review
Find out whether your operational data may be an asset.
Submit high-level information only. Please do not send raw customer data, internal files, passwords, credentials, or confidential exports through this form.
If there is a potential fit, we will follow up to discuss a scoped assessment and appropriate confidentiality process.