SpaceX Discusses Buying Startup Data to Train Grok AI

SpaceX has held informal internal discussions about potentially purchasing customer and operational information from troubled or defunct startups to provide additional data for its artificial intelligence models, according to Bloomberg.

The discussions are being conducted within SpaceXAI, the company’s AI unit formerly known as xAI. The talks remain preliminary and may not result in a transaction, so SpaceX should not be described as currently buying or acquiring startup databases.

The reported discussions highlight the growing competition among AI companies to obtain specialized, real-world data that could supplement publicly available information and internally generated training material.

Why SpaceXAI Is Exploring Outside Data

AI developers need large quantities of data to develop and refine their models. Publicly available information can provide broad knowledge, but business records can contain information about real-world operations, customer interactions and specialized workflows.

According to Bloomberg’s reporting, SpaceXAI is considering troubled or defunct startups as potential sources of such information. The approach could provide access to datasets that might otherwise be difficult or expensive to obtain.

However, there is no confirmed deal involving a specific startup, and it is not clear whether any acquired information would ultimately be used to train a particular version of Grok.

SpaceXAI Has Used X Data and AI Tutors

The reported discussions would expand SpaceXAI’s data strategy beyond sources it has previously relied on.

Bloomberg reported that SpaceXAI has used information from X, along with an internal group of specialists known as AI tutors who help improve its models across areas such as finance and science. The tutor programme has also undergone changes, including a pause in hiring and a leadership transition.

External business datasets could provide another source of information as SpaceXAI works to improve its AI systems and compete for enterprise customers.

Google’s Spirit Airlines Data Offer Provides a Comparison

The reported SpaceXAI discussions follow a similar development involving Alphabet and Spirit Airlines.

After Spirit Airlines wound down operations, Google reportedly offered $10 million for the airline’s business data for AI-related purposes. The proposal attracted privacy concerns, including objections from some former flight attendants.

The two situations are separate. Google’s reported Spirit Airlines offer does not mean SpaceXAI will pursue the same transaction structure, and the existence of a potential data purchase does not by itself establish how the information could legally be processed.

Privacy Questions Could Become Important

The potential purchase of customer information raises questions about how personal data could be used after a company stops operating.

Customer databases may contain personal information, depending on the type of business and records involved. Any future transaction involving personal data would need to be assessed according to the applicable privacy and data-protection requirements.

The European Data Protection Board (EDPB) says the use of personal data in AI development requires a case-by-case assessment. Its guidance considers issues including the source of the information, the relationship between individuals and the data controller, the context in which the information was collected and whether individuals could reasonably expect the proposed use.

The EDPB also says that legitimate interest can potentially serve as a legal basis for some AI-related processing, but a three-step assessment must establish that the processing is necessary and that the relevant rights and interests are appropriately balanced.

This means purchasing a dataset would not automatically establish that it can legally be used for AI training.

Existing European Scrutiny of Grok

The reported startup-data discussions also come as European regulators continue examining some uses of personal data associated with Grok.

In April 2025, Ireland’s Data Protection Commission opened an inquiry into the processing of personal data contained in publicly accessible posts from EU and EEA users on X for training Grok models. The investigation concerns the lawfulness and transparency of that processing.

That inquiry is separate from the reported discussions about purchasing startup databases. It should not be interpreted as an investigation into a proposed SpaceXAI acquisition of startup data.

Musk Wants Grok to Use SpaceX Information

The reported external-data strategy comes alongside plans to make greater use of information generated within SpaceX.

Bloomberg reported that Elon Musk told SpaceX employees that Grok would be trained on the “sum total” of SpaceX information. The comment indicates an ambition to make greater use of the company’s own information, although the specific datasets that could be used and how they would be handled have not been publicly detailed.

SpaceX operates businesses involving launch services, satellite communications and other technologies, potentially creating a large pool of internal information.

What the Reported SpaceX Strategy Could Mean

Area	Reported details
AI division	SpaceXAI
AI model	Grok
Potential data sources	Troubled or defunct startups
Potential data types	Customer and operational information
Current status	Informal internal discussions
Confirmed acquisition	None reported
Existing sources	X data and internal AI tutors
Key consideration	Privacy and data-protection requirements

The discussions illustrate how competition in AI is increasingly extending beyond computing power and model architecture to access to specialized datasets.

Real-world business information could potentially help AI systems understand specific operational patterns, but acquiring and using such information also creates questions around ownership, privacy, security and lawful processing.

Frequently Asked Questions

Is SpaceX buying data from failed startups?

Not based on the available reporting. SpaceXAI has reportedly discussed potentially purchasing customer and operational information, but the discussions are informal and may not lead to a deal.

Why would SpaceX want startup data?

Business datasets can contain real-world operational and customer information that may be difficult to reproduce using publicly available sources.

Can purchased customer data automatically be used to train AI?

No. The ability to use personal information for AI development depends on the circumstances, applicable law and the legal basis for processing. The EDPB recommends a case-by-case assessment.

Is Ireland investigating Grok?

Yes. Ireland’s Data Protection Commission opened an inquiry in April 2025 into the processing of publicly accessible posts from EU and EEA users on X for training Grok models.

Will SpaceX definitely acquire startup databases?

There is no confirmation of that. The reported discussions remain preliminary.

Conclusion

The reported SpaceX discussions show how AI companies are exploring new sources of specialized data as they seek to improve their models.

SpaceXAI is reportedly considering whether customer and operational information from troubled or defunct startups could provide additional training material for Grok and other AI systems. However, no specific acquisition has been confirmed, and the discussions may not result in a deal.

If SpaceXAI eventually pursues such purchases, the way the information was originally collected, the type of data involved and the proposed AI use would all be important considerations. For now, the reported discussions represent a potential new approach to acquiring AI training data rather than a confirmed SpaceX data-acquisition programme.