Robotica AI
Agentic Video Intelligence
EDITORIAL INTELLIGENCE · SOLUTION POWERED BY OTIS

Find the right footage. Cut with confidence.

OTIS searches every archive in seconds, tells you which clips will play, and gives you the evidence to defend the cut — before it goes to review.

For editors and post teams drowning in footage, deadlines, and review cycles. OTIS automates the logging, makes every archive instantly searchable, and lets you test-screen any clip with real viewers — any time, in hours, not weeks. Spend less time hunting. Spend more time cutting.

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01 The Problems Editors Live With

Three questions an editor asks every working day.

Most editorial time isn't spent on the cut. It's spent on the hunt — for clips, for context, for confidence. These are the questions OTIS Editorial Intelligence was built to answer.

Where's the most relevant clip?
Editors don't need a clip that matches a search. They need the best one — the one that fits the story beat, the pacing, the mood. Without rich metadata and a way to rank, search returns a folder of guesses. Hours of scrubbing follows.
Industry research · editors spend 30–50% of project time on asset search and review.
What's the profile of this clip?
File names are useless. GH010234.mp4 tells you nothing. To know what a clip actually contains — emotion, genre, pacing, setting, mood, highlight moments — someone has to watch every frame and write it down. Most footage never gets that treatment.
Production archives carry shallow technical metadata. Almost no editorial metadata.
What's the original video and timecode?
When review notes come back — "can we extend this?" — the editor has to trace the clip back to source, find the timecode, scrub to the moment. Painful round-trip. Frequently the trail is lost entirely.
Post workflows routinely lose clip-to-source provenance at export time.

And the last question, the one every editor asks before a cut goes to review: will this play? OTIS answers that one too.

02 What OTIS Enhances

Same editorial tasks. Faster, smarter, with evidence.

OTIS doesn't replace your workflow. It accelerates the parts of the day that grind editors down — the search, the logging, the validation, the handoff — so you spend more time on the cut.

Search any archive
→ enhanced with
Natural-language search
Type a sentence. Get the right clip in sub-second time, ranked by attention, audience scores, and editorial relevance.
Log & tag footage
→ enhanced with
Auto-logging on ingest
Description, classification, emotion, genre, pacing, setting, mood — written automatically the moment footage arrives.
Find the moment
→ enhanced with
Auto-clipping & source link
Story beats, hooks, crescendos, highlights pre-cut and made searchable. Every clip links back to its source video and timecode.
Test-screen a cut
→ enhanced with
On-demand test screening
Real viewers, real attention data, results in hours — not the three-to-six weeks a traditional focus group costs you.
Hand off to your NLE
→ enhanced with
One-click export
Premiere Pro and DaVinci Resolve receive clips with analytics attached as timeline markers — editing already informed.
03 The Editorial Workflow

From weeks to minutes. Backed by automation, not promises.

Every editorial team runs the same five tasks per project. Here's what each one costs today — and what OTIS turns it into.

Manual Weeks per project
Log & describe footage
4–6 hrs / hr of footage
Classify & metadata-tag clips
20–45 min / clip
Search across archives
Hours / query
Run a test screening / focus group
3–6 weeks
Locate source video + timecode
15+ min / lookup
With OTIS Minutes per project
Auto-log & describe on ingest
Seconds / clip
Auto-classify & tag on ingest
Seconds / clip
Natural-language search
Sub-second
On-demand test screening
Hours
One-click source + timecode link
Instant
From weeks of guesswork to minutes of evidence.
04 Clip Evidence Profile

Every clip arrives with its own evidence package.

Pick faster. Defend the choice. Every clip in OTIS carries the data that answers the editor's three daily questions — and a direct link back to the original video and timecode.

Climactic Kiss Under Night Bridge
Source video · 00:00:17
Video Information
Duration0:06
Attention Rating★★★★
Audience Survey★★★★
Climactic Kiss Under Night Bridge
Couple shares a climactic kiss on a night-lit bridge, capturing their intimate connection.
EmotionHappy
GenreDrama
PacingMedium
Timecode00:00:17 — 00:00:23
Highlight Score80%
Setting Night Bridge Outdoor
Mood Romantic Intimate Passionate
View source video & timecode
05 On-Demand Test Screening

Test screenings, modernized.

Editorial teams have run test screenings for decades. OTIS keeps the practice and removes the friction: any clip, any time, real viewers, results in hours.

Eye tracking

Where viewers actually look on the frame — second by second. Know what's holding attention, and what isn't.

Attention curves

Engagement scored second by second across the clip. See where attention spikes and where it falls off.

Emotional response

Joy, surprise, sadness, anger, fear — captured per viewer, aggregated across the panel.

Post-view questions

A short questionnaire after viewing. Use our standard set, or write your own — test what you need to know.

Real human viewers. A verified online panel watches the clip on PC or phone. Demographic targeting, eye-tracking, attention scoring, emotion detection, and your post-view questions — all returned in a structured report. No agency. No three-week calendar.
06 Attention Intelligence

Know why they dropped off.

Other tools tell you when viewers disengaged. OTIS tells you where on the frame their eyes were looking at the exact moment they did — so you know what to cut, recompose, or shorten.

EYES HERE AT DROP-OFF
SUBJECT LEFT FRAME 0.8s EARLIER
Attention curve · drop-off at 0:04.2

The exact frame location of the drop-off.

When a viewer disengages, OTIS captures the precise eye-gaze coordinates on the frame — where they were looking when they lost interest. Combined with the attention curve, you know not just when the cut lost them, but what on screen lost them.

Actionable for the editor: a subject left frame too early, a background element pulled focus, a beat held a second too long. Re-cut on evidence, not gut.

07 NLE Export

Stay in your timeline. OTIS brings the analytics.

No new tool to learn, no context switching. OTIS exports analytics packages directly into the NLE you already use.

Expedited editing, backed by data.

Export OTIS analytics packages straight into Adobe Premiere Pro and DaVinci Resolve. Markers land on your timeline at every highlight, drop-off, and beat — each marker carrying the analytics in its description. Bin thumbnails arrive with attention scores, survey scores, and clip metadata attached.

08 Project Libraries

Stop emailing WeTransfer links. Collaborate inside the library.

Private project workspaces for editors, directors, producers, and reviewers. Long-form videos and clips in one place, with role-based access and structured review.

Private project workspaces

Each project is its own library. Long-form source videos and their cut clips live side-by-side. Add team members by role — editor, producer, reviewer, client.

Role-based access

Editors get full library access. Reviewers see only what's shared with them. Clients see only the cuts you've approved for review. No more "wrong link to wrong person."

Review on the clip, not in email

Comments, notes, and approval threads live on each clip — with the audience evidence attached. Reviewers see the data the editor saw.

09 Workflow

Four steps. Search to cut.

A loop that drops into your existing edit workflow. No re-platforming. No engineering build.

1

Ingest & auto-log

Push long-form videos and clips into your OTIS project library. Footage is auto-described, classified, and tagged on the way in — seconds per clip.

2

Search & rank

Type a natural-language query. OTIS returns the best-fit clips in sub-second time, ranked by audience attention, survey scores, highlight score, and editorial relevance.

3

Test-screen & approve

Send any clip to OTIS Test Screen for on-demand audience validation. Approve clips with the evidence attached — share with reviewers inside the library.

4

Export to NLE

One-click export to Premiere Pro or DaVinci Resolve. Clips arrive with timeline markers and metadata attached — editing already informed by audience data.

10 Industry Vocabulary

We speak post-production.

The terms Editorial Intelligence was built around. If these are your everyday vocabulary, you're in the right place.

Logging
The manual practice of watching raw footage and writing descriptions, timecodes, and notes so the footage can be found later.
NLE
Non-Linear Editor — the editing application where the cut is assembled (Premiere Pro, DaVinci Resolve, Avid Media Composer, Final Cut Pro).
Test Screening
Showing a cut or clip to a sample audience and measuring their response. Historically slow and expensive; now on-demand with OTIS.
Attention Curve
A second-by-second graph of viewer engagement across a clip — shows where attention spikes and where viewers drop off.
Highlight Score
An OTIS-generated score, 0–100, indicating how strong a moment is relative to the rest of the source footage.
Editorial Intelligence by Robotica AI

Stop hunting. Start cutting.

Subscribe through AWS Marketplace or talk to our team. We'll have OTIS indexing your first project library within a week — no platform rip-and-replace required.

AWS Marketplace — Approved AWS Startup Partner