Robotica AI
Agentic Video Intelligence
OTIS Search Labs by Robotica AI

Your Entire Video Archive.
Search by What's in the Frame — and How Audiences Felt.

OTIS Lab is the video intelligence interface — ingest, search, index, and explore your library by keywords, metadata, and scene content. Then go further: rank every result by how real audiences actually responded. Emotion. Attention. Retention. Gaze.

Upload any video. OTIS indexes it immediately — generating synopsis, extracting clips, building vector embeddings, and layering audience behavioral scores across every frame. Your archive becomes a living, searchable intelligence layer.

Q
QQA·AI STUDIO by Robotica AI — Agentic Video Intelligence
🪙 10,219 Available tokens
Upgrade
M
user@studio.com ▾
NEW+
🏠 OVERVIEW
📚 Library
👥 Organizations
🔑 API Keys
⚙️ Settings
📄 API Docs
YOUR STUDIOS
My Studios
Access and manage all your video content analysis studies
+
Create New Study
Start a new content analysis or audience testing session
📊
Recent Activity
View your latest analysis results and insights
MY LIBRARY
Filter by library name
CREATE LIBRARY ⊞
My Index (Default)
▶ 0 Videos (0s)
Created Mar 19, 2026
🏃
🍦
🎵
🎤
SAMPLE
Sample Index: Mix
▶ 161 Videos (8h 35m)
🏋️
📚
🥗
🎮
SAMPLE
Sample Index: Ads
▶ 27 Videos (47m 7s)
🎤
👩‍💼
🖥️
📡
SAMPLE
Sample Index: Talks
▶ 44 Videos (12h 3m)
847 assets indexed · Behavioral intelligence layer active OPEN OTIS LAB →
What OTIS Lab Does

Everything Your Archive Needs.
One Interface.

OTIS Lab surfaces the behavioral intelligence layer across your entire video library — search it, ingest into it, manage it, and extract from it. Powered by OTIS API underneath.

🔍
Agentic AI Video Search
Search your archive using natural language — behavioral, emotional, and contextual terms. Results ranked by how audiences actually responded. Not by keywords in metadata.
📤
Video Ingest & Indexing
Upload MP4, MOV, or MKV. OTIS generates a synopsis, extracts clips, builds vector embeddings, and indexes the asset with behavioral metadata — automatically on ingest.
📂
Asset Catalog & Index
Browse your full library with behavioral scores overlaid on every asset. Filter by emotion, engagement, audience demographic, or test status. Paginated across petabyte-scale archives.
✂️
Clip Viewer & Highlights
Every ingested video generates AI-extracted highlight clips ranked by audience engagement peaks. View clips in context, with emotion and attention data overlaid at the frame level.
📊
Behavioral Data Overlay
See audience engagement scores, emotion peaks, drop-off points, and eye-tracking concentration zones surfaced directly on clips and search results.
🗄️
Full Asset Catalog
Total video count, corpus size, minutes indexed, and audience test count — at a glance. Retrieve any asset by video ID. Delete with a one-time deletion key. Full lifecycle management.
Agentic AI Video Search

Search by What's in the Frame.
Then by How Audiences Felt.

OTIS Lab searches your archive the way you already expect — by scene content, keywords, dialogue, and metadata. Every result you'd get from a traditional search is there. Then OTIS adds the layer no other platform has: how verified audiences actually responded — attention retention, emotion intensity, eye contact engagement, and survey response rates.

The same search query returns the same clips — but ranked differently when you add behavioral evidence. The behavioral ranking is almost always the one that converts, holds attention, and drives the result you're actually after.

Rank by Emotion Engagement
Which clips made audiences feel something — fear, joy, surprise, trust
Rank by Viewing Time
Which clips held attention longest — second by second retention
Rank by Eye Contact Engagement
Which actor-to-camera moments captured and held audience gaze
Rank by Survey Response
Which clips drove the highest positive post-screening survey rates
emotional product reveal — women 25–34
SEARCH
Emotion Viewing Time Eye Contact Survey
🎬
Product Launch — Cut 3 · 00:12–00:42
Protagonist reveals product with direct camera eye contact. Audience gaze lock confirmed 0:18–0:31.
Emotion 94.2 Retention 87.6% Eye contact 91%
🎬
Summer Campaign — Hero · 00:38–01:02
Lifestyle sequence — outdoor setting. Peak joy emotion at 0:52. 78% female audience retention.
Emotion 87.1 Retention 78.3% Eye contact 74%
🎬
Brand Story — Final · 01:08–01:28
Testimonial segment. Trust emotion dominant. Drop-off at 1:22 — narration pace slows.
Emotion 82.0 Retention 71.4% Drop-off 1:22
Video Ingest

Upload Once.
Indexed Instantly.

ADD YOUR VIDEOS
OTIS Vision AI Agent
Upload Content
ADD YOUR
VIDEOS
Drag and drop your video files or click to browse and upload.
Max 4 videos · 10 sec to 7 min 15 sec each
Drag n Drop
Or click to upload
No videos selected
NEXT →
← BACK
Indexing: brand-campaign-final.mp473%
Building vector embeddings... ~18s remaining

Upload a video and OTIS handles everything that happens next — automatically, without configuration.

Every ingested asset enters the archive already indexed — synopsis generated, metadata extracted, clips created, vector embeddings built. The moment ingest completes, the asset is searchable across your entire library.

Enable Audience TestScreen on Ingest and the video is simultaneously ingested and broadcast to biometrically verified audiences. By the time indexing completes, behavioral audience data is already flowing back.

AI-Generated Synopsis
Scene descriptions, event identification, and dialogue transcription automatically on ingest
Vector Embeddings Built
Semantic and behavioral embeddings stored immediately — making the asset searchable from the first query
Asset Manifest Returned
Full asset manifest URL returned via webhook — including clip index, embedding references, and metadata
Asset Catalog

Your Entire Archive.
At a Glance.

Browse every asset in your library with behavioral scores surfaced on every card. Filter by audience test status, emotion type, engagement score, or demographic. Full lifecycle management — retrieve, organize, or delete any asset by video ID.

📂 Asset Catalog — brand-campaigns-2026
847 assets 2.4TB indexed 312 audience tested 4,182 clips extracted
🎬TESTED
Product Launch Cut 3
94.2 · 2:34
🎬TESTED
Summer Campaign Hero
87.6 · 1:58
🎬
Brand Story Final
82.1 · 3:12
🎬TESTED
Product Reveal v2
76.8 · 0:45
🎬
Q1 Trailer Cut A
— · 1:30
🎬TESTED
Influencer Collab v3
91.3 · 0:58
🎬
Behind the Scenes
— · 4:22
🎬TESTED
Seasonal Campaign
79.4 · 1:15
🎬
Raw Footage — Day 3
— · 18:44
+837
VIEW ALL ASSETS
12
Vision AI Agent endpoints accessible through OTIS Lab UI
Petabyte
Scale video archive on AWS — indexed and behaviorally searchable
4
Behavioral ranking signals — emotion, viewing time, eye contact, survey
Real-time
Behavioral indexing on ingest — searchable from the first query
OTIS Lab by Robotica AI

Your archive isn't dark data.
It's waiting to be searched.

Ingest your video library. OTIS indexes it with behavioral intelligence immediately. Search it by what audiences felt — and find the content that actually converts.