Robotica AI
Agentic Video Intelligence
QQA AI Studio by Robotica AI

Quick Quality Analytics.
Every Behavioral Signal.
One Studio.

QQA AI Studio is the full analytics command center — where OTIS TestScreen results flow after every session. Behavioral reports, emotion timelines, drop-off analysis, and Dr. Norah AI Assistant, all in one interface.

Select Simple Report for creators and agencies. Select Full Report for studios and neuromarketing teams. The same behavioral data — surfaced at the depth your decision requires. Powered by OTIS API underneath.

ENTER QQA AI STUDIO CONNECT TO SALES
📊 Reports
🧠 Dr. Norah
📂 Library
⚙️ Settings
● LIVE
Recent Sessions
🎬Product Launch Cut 394.2
🎬Summer Campaign87.6
🎬Brand Story Final82.1
🎬Q1 Trailer — v279.3
🎬Influencer Collab91.3
Split Tests
⚖️Cut A vs Cut B✓ B
Product Launch — Cut 3
20 verified audience members · Age 18–34 · Female weighted 62%
Simple Report Full Report
Engagement
0.87
Emotion Score
94.2
Drop-Off Point
00:42
Neural State
Focused
Audience Attention Retention — Second by Second
0:000:10▲ Peak 0:18▼ Drop 0:421:001:302:34
😮
Surprise
41%
😊
Joy
28%
😐
Neutral
22%
😔
Disengaged
9%
What QQA AI Studio Does

Every Behavioral Signal.
One Command Center.

Every OTIS TestScreen session flows automatically into QQA AI Studio. The data is already there — waiting for you to open the report.

📊
Behavioral Analytics Dashboard
Engagement scores, emotion timelines, attention retention curves, drop-off timestamps, and neural activity state — all surfaced on a single screen the moment a TestScreen session completes.
📋
Simple & Full Report Modes
Simple Report for creators and agencies — clean graphs, top-line scores, one clear winner. Full Report for studios and neuromarketing teams — every biometric signal, demographic breakdown, and frame-level annotation.
🎬
Video Cards & Session Library
Every tested video becomes a card — thumbnail, scores, demographic summary, and report status. Browse all sessions, filter by score, and open any report in one click.
🧠
Dr. Norah AI Assistant
Ask plain questions about your behavioral data. Dr. Norah searches across every data point in your session — drop-off timestamps, emotion peaks, eye-tracking correlations — and returns precise, actionable answers.
⚖️
Split Test Comparison
View side-by-side behavioral comparisons for split test sessions. Comparative ranking by emotion engagement, viewing time, eye contact, and survey response. Winning version identified by evidence, not opinion.
✂️
NLE Export — One Click
Export behavioral insights directly into Adobe Premiere Pro or Blackmagic DaVinci Resolve from inside QQA AI Studio. Attention peaks, drop-off markers, and emotion spikes appear as timeline markers in under 60 seconds.
Report Modes

Same Data. Right Depth.
For Every Persona.

Every TestScreen session generates one dataset. QQA AI Studio surfaces it at two depths — Simple for fast creative decisions, Full for deep behavioral research.

Simple Report
For creators, agencies, and anyone who needs a fast, clear answer before posting or launching.
QUICK
Overall engagement score — 0.0 to 1.0
Emotion score — dominant emotional response
Attention retention curve — second by second
Drop-off timestamp — exact moment audiences left
Top performing version — if split test
Survey response summary
Recommended edit points — Dr. Norah flagged
Best for: Content creators, ad agencies, brand managers — anyone making fast creative decisions before going live.
Full Report
Complete behavioral dataset for post-production, neuromarketing, and studio decision-making.
COMPLETE
Everything in Simple Report
Per-frame emotion classification — every second
Eye tracking — gaze direction and object dwell time
Audience-to-actor eye contact — percentage and count
Objects viewed by audience — ranked by dwell time
Dominant neural engagement state — focused, aroused, relaxed
Average heart rate across verified audience (BPM)
Demographic variance — scores per age / gender segment
Color emotion analysis — per scene dominant color emotion
Actor recognition — per-actor emotion and blink rate
Brand detection — logos and screen duration
OCR — on-screen text with timestamps
Best for: Film studios, post-production teams, neuromarketing researchers — decisions that cost millions to get wrong.
Dr. Norah AI Assistant

Ask Your Data Anything.
Get Precise Answers.

Dr. Norah is the conversational AI assistant built into every QQA AI Studio session. She has access to every behavioral data point captured during the TestScreen session — and she answers in plain English.

No dashboards to interpret. No data exports to analyze. Just ask what you need to know — and Dr. Norah returns precise timestamps, emotion triggers, demographic breakdowns, and edit recommendations.

She doesn't summarize. She searches across your full behavioral dataset and surfaces the exact evidence that answers your question — the timestamp, the emotion, the demographic, the drop-off, the gaze direction.

"Which timestamp had the lowest audience engagement?"
"Which version performed better with women 25–34?"
"What were audiences looking at when they dropped off?"
"Where did the emotion peak during the trailer?"
"What was the dominant neural state during act two?"
🧠
Dr. Norah AI Assistant
Online — Session data loaded
📊 Active session: Product Launch — Cut 3 · 20 verified audience members · Full Report
Which timestamp had the lowest audience engagement based on eyes and emotions?
The lowest audience engagement occurs at 00:00:42 to 00:00:47. Emotion shifts from surprise to neutral across 73% of the audience. Gaze direction moves predominantly to "Down Right", away from the actor's face — indicating decreased interest in the visual stimulus. Average heart rate drops 4.2 BPM during this window. This section may be a candidate for a cut.
What were audiences looking at during the attention peak at 00:18?
At 00:18, 91% of verified audience members had active eye contact with the on-screen actor's face. Pupil dilation spiked 18% above baseline — consistent with surprise arousal. The brand logo in the lower-right frame captured 34% secondary gaze within 2 seconds of the actor's reveal. Neural state across the audience: aroused → focused.
Which cut won the split test — A or B?
Cut B outperformed Cut A across all four behavioral ranking signals: emotion engagement (+12.4pts), viewing time (+18%), eye contact engagement (+9pts), and positive survey response rate (+22%). Cut B is the recommended version for release.
Ask Dr. Norah about your session data...
ASK
Session Library & Reports

Every Test. One Place.
Open Any Report Instantly.

Every OTIS TestScreen session automatically creates a video card in your QQA AI Studio library. Thumbnail, engagement score, demographic summary, and test status — visible at a glance. Click any card to open the full report.

🎬TESTED
Product Launch — Cut 3
20 audience · Age 18–34 · Female 62% · 2:34
Engagement 0.87Emotion 94.2
OPEN →
🎬TESTED
Influencer Collab — v3
15 audience · Age 18–24 · Mixed · 0:58
Engagement 0.91Emotion 91.3
OPEN →
🎬SPLIT
Summer Campaign — Cut A vs B
Split test · 10 audience per clip · Age 25–45
Winner: Cut B+12.4pts emotion
OPEN →
🎬TESTED
Brand Story — Final Cut
25 audience · Age 30–50 · Male 58% · 3:12
Engagement 0.82Drop-off 1:22
OPEN →
Product Launch — Cut 3 · Full Report
Simple
Full
Core Engagement Metrics
audienceEngagementScore0.87
audienceEmotionScore0.942
audienceDominantNeuralActivity"focused"
audienceAvgHeartRate74.3 BPM
Attention Curve — Drop-Off
0:00▲ Peak 0:18▼ Drop 0:422:34
Eye Tracking
audienceToActorEyeContact91% @ 0:18
objectsViewedByAudience[0]"actor_face"
objectsViewedByAudience[1]"brand_logo"
Demographic Breakdown
female_18_34_emotionScore0.961
male_18_34_emotionScore0.894
🧠 Dr. Norah: Review cut at 00:42. Gaze shift to lower-right frame correlates with 31% drop-off. Consider tightening narration pace or introducing a new visual stimulus at this point.
2
Report modes — Simple for creators, Full for studios and neuromarketing
12+
Behavioral data fields in Full Report — from heart rate to actor blink rate
< 60s
NLE export to DaVinci Resolve or Premiere Pro from inside QQA Studio
Dr. Norah
AI Assistant — plain English answers from your full behavioral dataset
QQA AI Studio — Quick Quality Analytics

Every behavioral signal.
One studio. One answer.

OTIS TestScreen generates the data. QQA AI Studio surfaces it — at whatever depth your decision requires. Simple Report for the creative team. Full Report for the ones who can't afford to be wrong.

ENTER QQA AI STUDIO START A TESTSCREEN SESSION TALK TO SALES
QQA AI Studio · Powered by OTIS API · OTIS TestScreen · Dr. Norah AI Assistant
Robotica AI · roboticaxai.com · portal-qqa.ai