AI video enhancement and data privacy: what changed in 2026

The February 2026 joint statement — and why it matters

On February 23, 2026, 61 global data protection authorities published a joint statement on AI-generated imagery. It raised concern about AI systems that can generate or manipulate realistic video and images of identifiable people without consent — with specific concern for children and vulnerable groups — and called for clear data-handling transparency and accessible deletion and removal processes.

Video enhancement isn't image generation, but the statement's throughline applies directly: if you send footage of real people to a cloud service, the questions regulators are now emphasizing are whether the vendor is transparent about what it does with your data and whether deletion is genuinely accessible. For businesses in legal, insurance, healthcare, and real estate, that moves data handling from a nice-to-have to a vendor-selection criterion.

Two phrases in the statement do the work: transparency and accessible deletion. In practice that means a vendor should be able to tell you plainly whether it trains on your uploads, and should let you remove footage on demand and confirm it is gone — not bury the answer in a policy and hope no one asks.

The two problems in most cloud video tools

1. Training clauses buried in the terms of service. A large share of consumer-grade enhancement tools reserve the right to use uploaded content to train or improve their own models unless you locate and opt out of a clause in the fine print. Most buyers never read it — so real customer footage quietly becomes training data.

2. Retention that is vague or indefinite. Many tools never publish a clear, enforced deletion policy. Files may sit on a vendor's servers with no defined end date, which is exactly what an accessible-deletion expectation is meant to prevent.

Both problems share a root cause: these tools were built for individual creators, where the stakes of a buried clause are low. The moment a business processes footage of other people — claimants, patients, witnesses, a client's tenants — those defaults become the business's liability, not the vendor's. And unlike a one-off upload, a product or workflow sends that footage continuously, so a weak policy compounds every day it runs.

How to vet a video-enhancement vendor

Before you send real footage, get clear answers to five questions:

• Do you train on my uploads? Is there an explicit no-training commitment — not a buried opt-out?
• What is the retention policy, and is it enforced (auto-delete, on-demand deletion, and proof)?
• Do you sell or share data with any third party?
• Is a DPA available?
• Can I verify deletion — a certificate or audit trail — rather than take it on faith?

Note that tool category matters: desktop apps like Topaz Video AI keep footage on your own machine but can't scale into a product, while API-first competitors vary widely — some make no privacy or retention guarantee at all.

How BetterVideo answers

BetterVideo was built privacy-first for exactly these workflows. Your footage is never trained on, never sold, and auto-deleted — a 30-day default you can shorten, plus instant on-demand deletion, and a signed deletion certificate with a full audit log on the Secure tier. A DPA is available on request. Pricing is per second and credits never expire.

See how that maps to your industry: legal & eDiscovery, insurance claims, healthcare, and real estate. Or jump to pricing and the API docs, or talk to sales about a DPA and custom retention.

One API call — curl, Python & Node

Submit a video by URL, then poll GET /v1/jobs/{id} until done (or receive a signed webhook), and fetch a time-limited download link:

curl -X POST https://api.bettervideo.io/v1/jobs \
  -H "Authorization: Bearer YOUR_KEY" -H "Content-Type: application/json" \
  -d '{"video_url":"https://.../clip.mp4","resolution":"1080p"}'

import requests
r = requests.post("https://api.bettervideo.io/v1/jobs",
    headers={"Authorization": "Bearer YOUR_KEY"},
    json={"video_url": "https://.../clip.mp4", "resolution": "1080p"})
job = r.json()  # poll GET /v1/jobs/{job['id']} until status == "done"

const res = await fetch("https://api.bettervideo.io/v1/jobs", {
  method: "POST",
  headers: { "Authorization": "Bearer YOUR_KEY", "Content-Type": "application/json" },
  body: JSON.stringify({ video_url: "https://.../clip.mp4", resolution: "1080p" })
});
const job = await res.json();

Privacy is the default, not an upgrade

• Never trained on. Pre-trained, fixed-weight models — your frames are enhanced and returned, never used to train AI.
• Never sold or shared. No third parties, no data brokers, no "anonymized" resale.
• Auto-deleted. Files self-delete (default 30 days), or delete any job instantly with one call.
• Proof on the Secure tier. Every deletion can return a signed deletion certificate, with a full audit log.