M90

Edit

Make powerful edits fully backed by data.

Systems editing

Explain the editing logic once, approve the plan, and let the same system handle new footage, account styles, captions, songs, and edge cases at scale.

Find the closest viral references, extract the edit techniques, then turn the raw clips into a storyboard with music, keep/cut notes, and final-edit direction.

Use scraped datasets, reports, and prior analysis to choose takes, remove silence, add captions, pick music, assemble the edit, and cite the proof behind each decision.

Save caption style, song timing, pacing, and account references as reusable editing logic for future raw footage batches.

Capabilities

Natural-language editing systems turn raw footage, reports, and account references into repeatable timeline, caption, audio, storyboard, and batch operations.

Editing surfaceWhat M90 can changeWhat it produces
Timeline editsTrim, split, stitch, crop, resize, rotate, speed, reverse, freeze, loop, time remapTransform raw footage into finished short-form timelines.
LayeringB-roll, generated clips, overlays, screenshots, product shots, reaction framesCombine raw and generated media in one edit.
CaptionsSubtitles, burned-in captions, word highlights, speaker labels, karaoke timingCreate readable captions that follow the source-backed script.
AudioMusic, voiceover, ducking, beat cuts, silence removal, volume leveling, sound effects, channel mixingBuild the sound treatment from plain-language instructions.
MotionZooms, pans, transitions, blur, masks, callouts, lower thirds, animated text, easingAdd polished motion without manual timeline work.
Visual compositingMasks, mattes, blend modes, keyframes, tracking, rotoscoping, green screen, color correctionBuild layered scenes and visual effects from edit instructions.
Frame and asset operationsFrame extraction, thumbnails, proxy files, waveform reads, scene detection, still exportsTurn source media into reviewable frames, clips, and edit assets.
Export and deliveryTranscode, compress, mux, normalize audio, burn subtitles, convert aspect ratios, platform presetsProduce platform-ready files from the approved edit.
StoryboardsShot order, timing, thumbnails, clip roles, source links, edit notesTurn analysis into a shot-by-shot edit plan.
Systems editingSaved workflows, reusable templates, quality rules, batch instructionsTurn one manual editing process into a repeatable system.
Batch runs300+ videos, account variants, large-scale raw footage, campaign batches, review reportsApply the same edit logic across large campaigns.

Every edit decision visualized

Review the scene plan, transcript, source reports, clip choices, captions, music timing, script references, and proof before the edit is rendered.

01 Approve the plan

A full storyboard with scene order, transcript lines, song notes, clip choices, report references, and the final edit direction.

02 Every decision data-backed

Music choice, script references, scrape datasets, reports, and statistically proven techniques explain each cut, caption, take choice, and audio move.