Choose the exact state procedure
Practical sequences are not shared across states unless the official requirements match and the coverage is explicitly reviewed.
Practical exam coach
Practice the procedure. Inspect the evidence.
Record on your phone, compare visible steps with the relevant rubric, and revisit timestamped feedback. AI observations can be incomplete or wrong.
Record a focused attempt
Phone recording supports pause, restart, camera flipping, distance framing, review confirmation, and local history.
Review observable evidence
Feedback uses timestamps, confidence, rubric status, limitations, and “unable to determine” when the camera cannot verify a step.
See the analyzer think
Watch the feedback follow the frame.
Each label explains what the system believes it sees, the confidence behind it, and the final clip result.
LIVE VISION
TOOL POSITION · OBSERVED67% confidence
A blow-dryer is positioned near the crown
01 · BLOW-DRY STYLING
The callout follows the current frame.
PASS
Hair styling by a barber · daSupremo · CC BY-SA 4.0 ↗Safe dryer-handle grip is visible.
Transcript and analysis notes
- TOOL POSITION: A blow-dryer is positioned near the crown (67% confidence)
- TECHNIQUE: A brush is moving through the top section (93% confidence)
- SAFETY: The dryer is held safely by its handle (71% confidence)
Full clip result: PASS. Safe dryer-handle grip is visible.
OBJECT TRACKING
TOOL · OBSERVED98% confidence
Electric clippers are visible in the stylist’s hand
02 · CLIPPER HAIRCUT
The rating changes with the visible action.
LIMITED EVIDENCE
Hair cutting in Botswana · Blackgirlmighty · CC0 1.0 ↗The camera angle cannot show the full haircut rubric.
Transcript and analysis notes
- TOOL: Electric clippers are visible in the stylist’s hand (98% confidence)
- CONTROL: The client’s head is supported while trimming (84% confidence)
- SAFETY: A protective cape is covering the client (99% confidence)
Full clip result: LIMITED EVIDENCE. The camera angle cannot show the full haircut rubric.
TECHNIQUE CHECK
TECHNIQUE · PASS SIGNAL88% confidence
A narrow subsection of hair is controlled
03 · SECTIONING REVIEW
Technique and safety are checked separately.
NEEDS REVIEW
Hair dresser / braiding · daSupremo · CC BY-SA 4.0 ↗Gloves are not visible on the stylist’s hands.
Transcript and analysis notes
- TECHNIQUE: A narrow subsection of hair is controlled (88% confidence)
- TOOL POSITION: A tail comb is positioned for sectioning (90% confidence)
- SAFETY: Gloves are not visible on the stylist’s hands (97% confidence)
Full clip result: NEEDS REVIEW. Gloves are not visible on the stylist’s hands.
Illustrative analysis of licensed public clips. Product feedback is limited to evidence visible in an uploaded practice video.
Video privacy
Your practice footage deserves clear controls.
Processing may involve faces, voices, and identifiable surroundings. Consent, deletion choices, sampled-frame processing, and retention limits are explained before use.