The Continuous Facial Recognition SDK Whitepaper

Every digital session runs on a single assumption: that the person interacting with your platform is the same person who logged in. Account takeover fraud grew from $13B to $17B between 2023 and 2025, and 84% of incident responses saw MFA fail to stop it — because authentication secures the entry point, not the session itself. This whitepaper examines the identity gap that opens the moment login ends, and how continuous, on-device facial verification closes it in real time.

What's inside:

• The four-layer identity stack most platforms don't realise they're missing a piece of, and why layer 3 (session verification) has no dedicated provider today.

• How Continuous Facial Recognition (CFR) plugs in alongside your existing ID verification (Emirates ID, Yoti, Idemia, Saudi Face ID, etc.) without replacing any of it.

• Why "who logged in?" is the wrong question, and what regulators are starting to ask instead.

• The regulatory pressure building across the UAE, Saudi Arabia, Qatar, and the EU that's driving demand for continuous, audit-capable session assurance.

• How on-device biometric processing keeps you compliant without adding new data governance obligations.