Data residency and regional hosting: a buyer's guide to AI video
Global organizations evaluating an AI video platform often run into a specific question that general security certifications don’t fully answer: where does the data actually live. Data residency is a distinct consideration from compliance frameworks like SOC 2 or GDPR, and it’s worth understanding on its own terms before assuming a strong general compliance posture automatically answers the geography question too, since the two are related but genuinely separate lines of inquiry.
What data residency actually means
Data residency refers to the physical, geographic location where an organization’s data is stored and processed, the specific data centers, cloud regions, and infrastructure involved, sometimes down to the specific country or even state. This is a distinct question from data protection, which covers how data is secured and handled, and from regulatory compliance, which covers what legal framework applies. A vendor can have strong data protection practices and full regulatory compliance while still processing data in a location that doesn’t meet a specific organization’s residency requirements.
Why data residency matters beyond general compliance
Some organizations have requirements around data location that go beyond what general privacy regulations like GDPR technically mandate. This can come from internal policy, a specific customer contract requiring data to stay within a defined jurisdiction, a government contract with explicit residency requirements, or an industry-specific regulation that’s more restrictive than the general baseline. For these organizations, confirming a vendor’s actual data location isn’t optional diligence, it’s a hard requirement that needs a specific, verified answer.
Why “GDPR compliant” doesn’t automatically answer the residency question
GDPR permits data to be transferred outside the EU when appropriate legal safeguards, like Standard Contractual Clauses, are in place, which means a vendor processing data entirely outside the EU can still be GDPR compliant. This is an important distinction: GDPR compliance and EU-specific data residency are related but separate questions, and an organization that specifically needs EU-resident data storage needs to ask that question directly rather than assuming GDPR compliance implies it.
What to ask any vendor about data residency
Where is data processed and stored, specifically? Ask for the specific region or regions, not a general statement about “enterprise-grade infrastructure.”
Is there a single processing location, or regional options? Some vendors offer customers a choice of region, while others process all customer data through a single, fixed location regardless of where the customer is based.
Do sub-processors introduce additional locations? Even if a vendor’s primary infrastructure is in one region, third-party sub-processors, AI model providers, specialized services, might process data elsewhere, which is worth understanding as part of the complete picture.
What happens to data in transit versus at rest? Confirm both where data is stored long-term and where it passes through during processing, since these aren’t always the same location.
Why this question is becoming more common, not less
Data residency requirements have grown more common over the past several years, as more jurisdictions introduce their own data protection frameworks, and as more organizations, particularly ones handling government contracts, financial data, or healthcare information, adopt stricter internal policies around where their data can live. A vendor evaluation that treated data residency as a niche, rarely-asked question a few years ago may find it’s now a standard part of nearly every enterprise security review, which makes it worth having a clear, well-documented answer ready rather than treating each inquiry as a one-off special request.
What this looks like in practice for a video platform
AI video platforms typically process source material, then generate transcription, translation, narration, and rendered video, often relying on multiple specialized services along the way. Each of these processing steps happens somewhere specific, and a genuinely complete answer to “where does our data go” needs to account for the full pipeline, not just where the final video file ends up stored.
Why sub-processor locations deserve the same scrutiny as primary infrastructure
It’s easy to focus entirely on a vendor’s primary cloud infrastructure location and overlook the fact that specialized sub-processors, an AI transcription service, a translation provider, a voice generation tool, may process data in an entirely different location, sometimes a different country altogether. A vendor’s overall data residency picture isn’t complete until you understand the full chain, not just the primary storage location. This is a more granular level of diligence than most organizations initially expect to need, but it’s exactly the level of detail that a rigorous internal policy or a specific regulatory requirement will typically demand.
Velo’s current data residency posture
Velo currently processes data primarily through AWS infrastructure in a single US region, with sub-processors, including AI providers and specialized media services, operating as documented in the current Data Protection Addendum. Velo does not currently offer regional processing options outside the US. Organizations with specific data residency requirements outside the United States should confirm directly whether this current posture meets their needs before proceeding with rollout, particularly for use cases governed by a specific regional or industry requirement, and worth revisiting directly with Velo if your requirements are likely to change in the near future.
What to do if a vendor’s current posture doesn’t meet your requirement
If a vendor’s current data residency posture doesn’t align with a hard requirement your organization has, the options are generally limited to three: ask the vendor for a specific roadmap and timeline toward the regional option you need, accept the current posture if your requirement has some flexibility, or select a different vendor whose current infrastructure already meets the requirement. What doesn’t work well is proceeding on the assumption that a future roadmap commitment is equivalent to a current capability, since a stated intention to add regional processing someday isn’t the same thing as data residency support today, and treating them as interchangeable can create a real compliance gap for an organization that assumed the requirement was already met.
Ask the specific question, not the general one
“Is your platform secure” and “is your platform GDPR compliant” are both useful questions, but neither one answers “where specifically does our data live.” Ask that question directly, get a specific answer, and confirm it against your organization’s actual requirements before assuming a strong general compliance posture has already settled it, since the two questions, while related, don’t answer each other automatically.
A simple starting point if you’re new to this evaluation
If your organization has never formally evaluated data residency before, start by clarifying internally whether you actually have a hard requirement, driven by a contract, regulation, or firm policy, or whether it’s simply worth understanding as general due diligence. That single clarification determines how much scrutiny the rest of this evaluation actually needs, and it’s worth settling before reaching out to any vendor with the specific questions above.
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Related reading
- Choosing an AI video platform for global data residency requirements
- Common data residency mistakes global teams make
- Data residency for AI video: questions to ask every vendor
- Video data that cannot say where it lives or who can access it: what GDPR requires
About the author
Ritu Parakh is Growth Lead at Velo, the AI video messaging platform that turns a screen recording, a deck, or a URL into a polished, narrated video - and an editable written doc. She writes about video for demos, onboarding, training, and enablement. Connect on LinkedIn