Can a company discuss a partnership before preparing a dataset?

No, companies do not need to prepare a dataset before discussing a partnership.

SourceX understands that preparing and formatting proprietary operational data can be a significant undertaking. Therefore, companies can engage in discussions about a potential data licensing partnership without having a pre-prepared dataset ready for export. The initial focus is on understanding the nature of the data, its potential value, and the company's rights to license it.

What SourceX discusses initially

When a company is introduced to SourceX, the first steps involve evaluating the opportunity based on metadata and general information, not raw data. This includes:

Operating history: Assessing the company's maturity and operational scale. Documentation type: Identifying what kind of proprietary material exists (e.g., SOPs, internal knowledge bases, project histories, QA records). Data rights: Confirming the company owns the material or has the necessary rights to license it without breaching confidentiality or contracts. Sponsor authorization: Ensuring an authorized executive can approve discussions. Relevance to buyer demand:* Determining if the company's data aligns with the needs of real AI buyer programs.

These points are typically discussed at a high level, often involving an owner or executive who understands the company's operations and data assets, but does not require them to have exported any actual data. You, as the referrer, also do not need to handle or describe confidential records; your role is simply to make the introduction.

The process prioritizes consent and control

The SourceX referral process is designed to ensure the referred company maintains full control over its data and the partnership terms. A qualifying licensing deal is completed only after the company decides what data scope it is willing to provide and agrees to commercial terms. Nothing is shared without its explicit approval.

This means that the preparation of a dataset – including its scope, format, and delivery – comes much later in the process, only after a potential match with a buyer program is identified and a licensing agreement is in place. Before this stage, the focus remains on metadata-level discussions and confirming the foundational eligibility criteria.

Illustrative: A manufacturing company has extensive internal documentation on its production processes, quality control, and maintenance records. An executive from this company can discuss the types of data they have, how long they've been collecting it, and their ownership rights with SourceX. They do not need to extract, clean, or format any specific files at this initial stage. SourceX will then evaluate if this type of data could fit an existing buyer program.

For more details on what makes a company a good fit, visit our who qualifies page. To understand the full referral journey, refer to how it works.