What is Faceify Labs?

Faceify Labs is an AI-powered surgical simulation platform for plastic surgeons and aesthetic clinics. It allows patients to upload a photo and see a realistic preview of surgical outcomes — such as rhinoplasty, blepharoplasty, or chin augmentation — using 468-point facial landmark AI, all processed on-device in the browser. It is an educational visual planning tool, not an FDA-cleared medical device.

Is Faceify Labs HIPAA and GDPR ready?

Faceify Labs is built with HIPAA and GDPR privacy principles in mind. All photo processing is done entirely on-device — no facial images are ever uploaded to or stored on any server. This privacy-by-design architecture means patient data never leaves the device. Faceify Labs is a software tool, not a covered entity, and formal HIPAA compliance status depends on your clinic's specific use case and any applicable BAA requirements.

How accurate are Faceify Labs surgical simulations?

Faceify Labs uses a 468-point anatomical facial mesh and includes AI confidence scoring per simulation. The mesh engine targets sub-millimeter (0.04mm RMSD) landmark tracking precision based on MediaPipe Face Mesh benchmarks (Kartynnik et al., 2019). This measures tracking precision, not surgical outcome prediction. Results are realistic previews for educational and consultation planning purposes — not clinical guarantees. The safety-rule engine enforces anatomical constraints to prevent unrealistic parameters.

Which plastic surgery procedures does Faceify Labs simulate?

Faceify Labs currently supports 28 procedures across 6 categories: Surgical (rhinoplasty, facelift, blepharoplasty, chin augmentation, lip lift, buccal fat removal, V-line contouring, brow lift), Non-Surgical (chemical peel, laser resurfacing, thread lift, fat grafting, lip augmentation), Injectable (Botox, dermal fillers), Dental Aesthetics (smile design, teeth whitening, veneers, gummy smile), Body Contouring (breast augmentation, liposuction, tummy tuck, BBL), and Hair Restoration (hair transplant, eyebrow restoration, beard transplant, SMP, hairline lowering).

How long does it take to generate a surgical simulation?

The full workflow takes approximately 60 seconds: about 5 seconds to upload a photo and roughly 45 seconds for the AI to analyze 468 facial landmarks and generate the surgical preview. Adjustments to simulation parameters update in real time at under 200ms latency.

Is Faceify Labs free to use?

Patients can try the simulator for free without creating an account at faceifylabs.com/simulate. Plastic surgery clinics and surgeons access the full platform through a subscription. Surgeons can book a free 30-minute demo with no commitment.

Can Faceify Labs be used for patient consultations?

Yes. Faceify Labs is specifically built for the consultation room. Surgeons and patients can review simulations side-by-side, adjust parameters in real time, and align expectations before deciding on a procedure. Clinics using Faceify Labs report up to 40% higher consultation conversion rates.

Does Faceify Labs require special hardware or software?

No. Faceify Labs runs entirely in any modern web browser — Chrome, Safari, Firefox, or Edge. No app download, no special camera, and no hardware setup is required. Any smartphone or computer camera is sufficient.

What is Identity-Lock?

Identity-Lock is our constraint system that preserves the patient's unique facial identity during simulation. It prevents unrealistic morphing by locking ethnic markers, orbital proportions, and midface ratios — ensuring simulations remain clinically plausible.

How does Faceify Labs compare to Crisalix or AEDIT?

Unlike legacy tools, Faceify Labs uses a dense 468-point anatomical mesh (vs. sparse landmark approaches) and runs entirely in-browser with no hardware required. Our focus is on ethnic-aware simulation grounded in peer-reviewed anthropometric data, with 100% on-device processing for patient privacy.

Can't I just use ChatGPT or Claude for surgical simulation?

No — AI chatbots generate static images that vary each time. Faceify uses real-time mesh-based warping: adjust a slider, see instant results at 60fps. Surgeons need reproducible, deterministic outputs — same settings must produce the same result every consultation. AI image generators require uploading photos to cloud servers, while Faceify processes 100% on-device. Our 468-point anatomical mesh ensures changes respect facial geometry and surgical constraints, not just 'what looks plausible' to a generative model.

Should patients expect exact surgical results from simulations?

No. Faceify Labs is an educational planning tool, not a guarantee of surgical outcomes. Simulations are designed to improve surgeon-patient communication and set realistic expectations before a procedure is decided.

Can I see what I'll look like after rhinoplasty before surgery?

Yes. Faceify Labs lets you preview rhinoplasty results before surgery using AI-powered simulation. Upload or capture a photo and adjust parameters like bridge height, tip rotation, and nostril width to see directional outcomes on your own face. The simulation is an educational planning tool — not a guarantee — but gives you and your surgeon a concrete visual reference to discuss.

Is there a free app to see what plastic surgery would look like?

Yes. Faceify Labs is free to use at faceifylabs.com/simulate — no app download required. It runs entirely in your browser on any device. You can try rhinoplasty, Botox, fillers, blepharoplasty, and 14+ other procedures without creating an account.

Do I need to upload my photo to use the simulator?

You can either upload a photo from your device or use your camera directly. Either way, your photo is processed entirely on your device — it is never uploaded to any server. The simulation runs locally in your browser using WebGL technology.

Is my photo stored anywhere?

No. Your photo is never stored anywhere. Faceify Labs processes all simulation entirely on your device using browser-native technology. No photo, facial data, or simulation result is ever sent to or stored on any server. When you close the browser tab, everything is gone.

What simulation software do plastic surgeons use?

Plastic surgeons commonly use tools including Crisalix (3D simulation), FaceTouchUp (web-based), Canfield VECTRA (hardware-based 3D capture), and Faceify Labs (browser-native, privacy-first). Faceify Labs is increasingly preferred in APAC markets for its zero data egress architecture and multi-language support (English, Thai, Korean, Japanese, Portuguese).

How does simulation improve consultation conversion rates?

Practices using simulation tools report 60-75% consultation-to-surgery conversion rates, compared to 40-55% without simulation. Simulation improves conversion by making outcomes visual and concrete, aligning expectations early, reducing post-operative dissatisfaction, and giving undecided patients a specific outcome to consider. Studies show 30% fewer revision consultations when simulation was used pre-operatively.

Does Faceify Labs integrate with practice management software?

Faceify Labs is a standalone web application. It does not currently require integration with practice management software to use — it runs in any browser. Surgeons can share simulation links with patients via any communication channel. API access for deeper integrations is available for enterprise practices.

How does browser-native simulation work?

Browser-native simulation uses WebGL (GPU-accelerated graphics in the browser) and WebAssembly to run complex AI computations without a server. When you open Faceify Labs, the face detection model (MediaPipe) and simulation algorithms load directly into your browser. Your camera or uploaded photo is processed locally by your device's GPU. The result renders in real time — no network round trip required.

Where are my photos processed?

Your photos are processed entirely on your own device — in your browser. Faceify Labs uses WebGL and client-side AI to run all simulation locally. No photo data is ever sent to Faceify Labs servers or any third-party infrastructure.

Does Faceify Labs comply with GDPR and PDPA?

Faceify Labs' privacy-by-design architecture simplifies compliance with GDPR (EU), PDPA (Thailand), PIPA (South Korea), and PDPC guidelines (Singapore). Since no patient biometric data ever leaves the device, there is no cross-border data transfer, no server-side storage, and no data processing agreement required for the simulation tool itself. Clinics should still maintain their own standard patient consent and photography policies.

Can anyone else see my simulation results?

No. Your simulation results exist only on your device, in your browser session. They are never transmitted to any server or stored anywhere. Only you can see your simulation results unless you choose to share your screen or export an image.

What devices does Faceify Labs work on?

Faceify Labs works on any device with a modern web browser: desktop computers (Windows, Mac, Linux), laptops, tablets (iPad, Android tablets), and smartphones (iPhone, Android). The recommended browsers are Chrome, Safari, and Edge. No app download is required.

What is 468-point face mesh technology?

The 468-point face mesh is a facial landmark model developed by Google (MediaPipe Face Mesh). It identifies 468 precise anatomical points on a face — including the nose bridge, eye corners, lip borders, and jaw contour — in real time using GPU acceleration. This dense mesh allows Faceify Labs to apply procedure-specific transformations with high anatomical accuracy, including adjustments that respect the natural geometry and proportions of each individual face.

How does on-device AI processing work?

On-device AI processing runs machine learning models directly in your browser using WebGL (GPU acceleration) and WebAssembly. Instead of sending your data to a cloud server for AI processing and waiting for a response, the model is downloaded once to your browser and then runs locally on your device's hardware. This approach is faster (no network latency), more private (no data egress), and works even with limited internet connectivity.

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