Agentic AI for
OTT & Streaming
Autonomous agents that personalise content discovery, predict and prevent subscriber churn, automate metadata and marketing operations, and optimise monetisation — at the scale streaming demands.
Hyper-Personalised Discovery
Recommendation agents go beyond "you watched" to serve content based on mood, context, and intent.
Churn Prevention at Scale
Agents identify at-risk subscribers weeks before their cancel intent becomes an action.
Monetisation Optimised
Paywall timing, upgrade offers, and ad targeting agents maximise revenue per user.
From AI Assistants to Autonomous Systems
Copilots assist. Agents execute. The difference is who does the work after the AI responds.
Before — AI Copilots
After — Autonomous Agents
Agentic AI Across OTT & Streaming
📺 SVOD Platforms
Subscription video-on-demand platforms with monthly/annual subscriber models.
Key challenges
Agent use cases
Solutions Across
Departments
Every department has agents. Every agent has a defined input, execution, and outcome.
Product & Personalisation
3 agent solutions
Recommendation Engine Agent
Input
User viewing history, content metadata, contextual signals
Agent Output
Ranked content recommendations for homepage, continue watching, and next episode
Search Enhancement Agent
Input
User search query, catalogue metadata, viewing context
Agent Output
Intent-matched search results with mood and theme filtering
Content Discovery Agent
Input
User profile, underexposed catalogue, editorial calendar
Agent Output
Personalised content surfacing to expose underutilised catalogue
Subscriber Retention
3 agent solutions
Churn Prediction Agent
Input
Engagement signals, viewing frequency, content completion, payment data
Agent Output
Churn risk score with intervention recommendation and timing
Winback Campaign Agent
Input
Lapsed subscriber data, content releases, offer eligibility
Agent Output
Personalised re-engagement offer timed to relevant content release
Pause & Cancel Flow Agent
Input
Cancel intent signal, subscriber profile, available retention offers
Agent Output
Contextual retention offer in the cancel flow with best available incentive
Content & Marketing
3 agent solutions
Metadata Enrichment Agent
Input
Raw content asset, genre, mood, theme, technical specs
Agent Output
Complete metadata set for search, recommendation, and accessibility
Release Campaign Agent
Input
Title release date, target audience, content brief
Agent Output
Multi-channel campaign assets: email, push, social, and in-app
Content Performance Agent
Input
View data, completion rate, ratings, social buzz
Agent Output
Weekly content performance dashboard with renewal recommendation signals
Monetisation
3 agent solutions
Paywall Optimiser
Input
Free user behaviour, content engagement, upgrade event data
Agent Output
Optimal paywall placement and offer timing per user segment
Upgrade Offer Agent
Input
Free tier usage patterns, premium content consumption, trigger events
Agent Output
Personalised premium offer with right incentive at peak intent moment
Advertising Audience Agent
Input
First-party viewing data, campaign brief, targeting requirements
Agent Output
Custom audience segment with predicted performance benchmarks
Operations & Compliance
3 agent solutions
Content Rights Monitor
Input
Rights database, territorial windows, expiry dates
Agent Output
Rights expiry alerts + takedown instructions by territory
AVOD Compliance Agent
Input
Ad pod configuration, content type, COPPA/GDPR rules
Agent Output
Compliant ad insertion rules per content and audience segment
Accessibility Agent
Input
Video content, existing captions, audio description requirements
Agent Output
Accessibility gap report + automated caption and description drafts
Data & Analytics
3 agent solutions
Subscriber Cohort Analyser
Input
Acquisition date, content consumption, churn events
Agent Output
LTV, engagement curve, and churn rate by acquisition cohort
Content ROI Agent
Input
Licensing cost, view data, subscriber attribution, churn contribution
Agent Output
Per-title ROI with renewal vs cancellation recommendation
A/B Test Analyser
Input
Experiment results, segment data, significance thresholds
Agent Output
Winner declaration with rollout recommendation and estimated impact
Agents You Can Try Right Now
Real agents. Real inputs. Real outputs.
Content Recommendation Agent
Serves personalised content recommendations across homepage, browse, and post-playback — incorporating viewing history, mood signals, and editorial priorities.
Takes as input
Produces
Churn Prediction Agent
Monitors viewing frequency, content completion, and account signals to score each subscriber's cancellation risk — triggering retention interventions at the optimal time.
Takes as input
Produces
Metadata Enrichment Agent
Generates complete metadata for new and library content — genres, mood tags, accessibility descriptions, and search keywords — reducing time-to-searchable by 80%.
Takes as input
Produces
Upgrade Offer Agent
Identifies free-tier users at peak intent moments — mid-premium-content or post-trial expiry — and serves the personalised offer most likely to convert.
Takes as input
Produces
Release Campaign Agent
Builds multi-channel marketing campaigns for new title releases — email, push, in-app, and social — personalised by subscriber segment and viewing history.
Takes as input
Produces
Content ROI Agent
Measures per-title ROI by combining licensing cost, viewer engagement, subscriber acquisition contribution, and churn prevention value.
Takes as input
Produces
AI agents that produce content
for OTT & Streaming teams
Every industry needs content. These agents handle video ads, product imagery, social media, and campaign copy — at scale, in your brand voice.
Ad-Genie
Generates, refines, and scales high-performing video ads for social platforms — Meta, TikTok, YouTube.
Virtual Photoshoot Agent
AI product photography — custom models, weather, settings, and lighting at scale. No studio needed.
Campaign Hub
Turns a campaign brief into brand-aligned copy, CTAs, social posts, and full creative output.
SocialSphere — Social Media Content Planner
Creates full social content calendars with daily post ideas, themes, formats, and captions.
HeroLens
Product hero shot generator — professional lighting, realistic scene integration, e-commerce ready.
ScrollStop — Viral Reel Creator
Transforms concepts into highly engaging, platform-optimised Shorts and Reels.
All agents deploy in days · No code required · KARMIC self-improvement built in
Browse all content agentsResearch & Insights
No industry-specific posts found yet.
Browse all blog posts →Works with Your Existing Stack
Nagent connects to the systems your bank already runs — no rip-and-replace.
Streaming Infrastructure
Analytics & Data
Marketing & CRM
Advertising
+ 800 more via Composio and REST API · Browse all integrations →
From Pilot to Production in 8 Weeks
A structured delivery process built around your compliance requirements and existing infrastructure.
Platform & Content Audit
Week 1–2Audit recommendation performance, churn patterns, metadata quality, and monetisation conversion rates. Identify three highest-ROI agent deployments.
Data & System Integration
Week 3–5Connect to viewing event streams, content catalogue, CRM, and ad serving infrastructure. Configure personalisation rules and brand content guidelines.
A/B Test Phase
Week 6–8Recommendation and retention agents run in A/B mode against the control experience. Statistical significance required before full rollout.
Full Deployment
Month 3+Agents personalise at full scale across the subscriber base. KARMIC loop improves recommendation models and churn prediction each month from outcome data.
Platform & Content Audit
Week 1–2Audit recommendation performance, churn patterns, metadata quality, and monetisation conversion rates. Identify three highest-ROI agent deployments.
Data & System Integration
Week 3–5Connect to viewing event streams, content catalogue, CRM, and ad serving infrastructure. Configure personalisation rules and brand content guidelines.
A/B Test Phase
Week 6–8Recommendation and retention agents run in A/B mode against the control experience. Statistical significance required before full rollout.
Full Deployment
Month 3+Agents personalise at full scale across the subscriber base. KARMIC loop improves recommendation models and churn prediction each month from outcome data.
Free Assessment
5 minutes
Is your streaming organisation ready for Agentic AI?
Take a 5-minute assessment to benchmark your AI maturity across strategy, data, talent, and infrastructure. You'll receive a personalised readiness score and a prioritised action plan — free.
Business Impact
0%
Subscriber churn reduction
Churn prediction and personalised retention
0%
Increase in content discovery
Personalised recommendation accuracy
0%
Upgrade conversion improvement
Paywall timing and offer personalisation
0%
Faster metadata time-to-searchable
Automated metadata enrichment
“Our churn rate dropped 28% in six months. The recommendation agent improved content discovery scores by 34% — subscribers are finding things to watch that they love, so they stay. The metadata agent alone saved 2,000 hours of editorial work.”
Sophie Williams
VP Product & Data
Regional OTT Platform · Streaming · 1.2M subscribers
The OTT & Streaming AI Playbook
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Design your own agents — no code required
Use Agent Studio to describe your workflow in plain English. Helix, your AI system designer, will define the agent architecture, select models, configure prompts, and wire tools — ready to run immediately.
We design, build, and deploy the agents for you
The Agentic AI Lab is Nagent's hands-on delivery service. Our team works with yours to identify the highest-impact workflows, build production-ready agent systems, and deploy them inside your environment — with full knowledge transfer.
Common Questions
Ready to deploy Agentic AI in OTT & Streaming?
Talk to our solutions team. We'll map the right agents to your workflows and operating model.