Your face. Our edit.
You know what AI should automate? Editing — not the teacher. Record yourself or upload existing footage. Mirror adds pedagogical overlays, graphics, and pacing built for how people learn — then cleans up the rest: filler words, double takes, background, audio.
One click. Finished lesson.
Research on learning video is consistent: people learn best when attention is guided, ideas are chunked, and the presenter feels credible.
You bring the face and the expertise. Mirror handles everything else.
Speak to camera in your browser, or drop in an existing recording — a keynote, a webinar, a walkthrough. The face on screen is unambiguously yours: credible, human, impossible to fake.
Most editors cut for time. Mirror edits for learning — identifying the moments that need emphasis, pacing that reduces cognitive load, and structure that helps concepts land.
Background removed. Overlays placed at the right moments. Pacing tightened. The result reads as if a senior instructional designer and editor sat behind you the whole time.
"Viewer preference is not the same as learning effectiveness — and where the choice is a direct substitute, many viewers still prefer a real person over an AI avatar."
Open Mirror, hit record, and speak to camera. No setup, no software. Mirror handles everything after you stop talking.
Already filmed something? We meet you there. Same overlays, same structure, same finished feel.
Decades of research on how people learn from video point to the same conclusions. Mirror is built on them.
Learners can only process a small part of what's on screen at once. Without cues, their attention drifts to the wrong things. Mirror places highlights, callouts, and visual markers at the exact moments that matter — so the learner's eye lands where the concept lives.
Signalling shows a mean effect size of d = .38 across 29 studies. Mayer et al.
Decorative elements, background music, and irrelevant visuals don't make a video more engaging. They make it harder to learn from. Mirror removes what doesn't serve the lesson and keeps the frame clean — so cognitive load stays low and the concept stays central.
The coherence principle consistently shows that irrelevant material hurts learning.
Reading on-screen text while listening to narration splits attention across two channels doing the same job. Mirror's overlays are labels, callouts, and cues — not transcripts. The words stay in your voice. The screen reinforces what can't be said.
The modality and redundancy principles both support narration over duplicated on-screen text.
You bring the face and the expertise. Mirror handles everything else — and delivers a finished lesson the same afternoon.
"I mean — this is absolutely fantastic … and imagine that at scale. Because it's soooo easy to record a short video 🤯"