Discovery agent
Conversational title discovery with mood, runtime, and rights awareness.
Industry · Entertainment & OTTProduction-ready
Agentic AI for streaming, studios,
and live content
Personalisation, content discovery, rights metadata, ad operations, and content workflows - shipped at the cadence streaming actually needs. Forward-deployed engineers who understand peak-traffic events, content windows, and the difference between an A/B test and a real lift.
+12%Day-30 retention lift on AI discovery+22%Click-through on personalised promos
Why Techimax
Entertainment runs on attention. We engineer for it.
Streaming platforms live and die on retention. A 1% lift in Day-30 retention is worth more than a year of marketing - and it comes from the metadata, the recommendation, the next-episode prompt, and the thumbnail that actually converts.
We build for the realities of OTT: peak-traffic launches, content rights and windowing, ad-supported tiers, multi-language localisation, and the contact centre that has to handle a billing question in 30 seconds without losing the viewer.
- Discovery & personalisationHybrid retrieval, persona-aware ranking, and continuation prompts that lift completion.
- Metadata & rightsAuto-generated synopses, tags, accessibility, and rights-aware availability.
- Subscriber careTier-1 care across web, app, IVR - 30+ languages, billing-aware, churn-sensitive.
- Ad ops & yieldInventory forecasting, contextual ad placement, and brand-safety controls.
Agents we ship
Production agents for streaming, studios, and live content
Designed for the realities of entertainment - peak traffic, content windows, multilingual, and brand-safe.
Metadata copilot
Generates synopses, tags, descriptors, and accessibility text from raw assets.
Subscriber care
Resolves billing, plan, and viewing-issue queries with calmness during peaks.
Churn-save agent
Personalised save-offers and win-backs grounded in viewing patterns.
Rights & availability
Title-by-territory rights queries with citations to the underlying contract.
Live-ops copilot
Live event runbook drafting, comms, and incident triage during marquee events.
Localisation agent
Translation, dubbing brief generation, and cultural review across 30+ locales.
Brand-safety filter
UGC and ad placement filtering tuned to your brand and regional standards.
Outcomes
Measurable wins across entertainment & ott engagements
+12%
Day-30 retention lift on AI discovery
+22%
Click-through on personalised promos
−40%
Metadata turnaround per title
30+
Languages in production
Customer wins
Stories from production.
A regional streaming leader
+12% D30 retention
Personalised continuation prompts and brand-aware discovery on web and mobile. Retention up 12% in the first quarter; localisation costs down 35%.
FAQs
Frequently asked questions about AI in entertainment & ott
What decision-makers ask before greenlighting an engagement.
Yes - we design for 5-10× peak headroom with cost guardrails. We've supported sport finals, mega-launches, and holiday spikes on global delivery.
Yes - production integrations with Widevine/FairPlay/PlayReady DRMs, rights catalogs, and ad servers (FreeWheel, GAM, SpringServe, Magnite).
Always. Title-by-territory rights are first-class - the agent stops short of recommending or surfacing anything outside its window.
Free working session with a forward-deployed engineer
Show us the problem. We'll send back a written plan to fix it.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
- Workflow map
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
- Velocity diagnostic
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
- Risk & rescue read
An honest view of what your team has already vibe-coded and what it needs to survive production.
- Architecture sketch
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
60-minute working sessionSenior forward-deployed engineerTwo follow-ups + written summaryFree of charge for qualified businesses
Most teams walk away with a fixed-scope plan in a single session.
Book your free assessment
Reserve a 60-minute working session with a senior AI engineer and practice lead.
Ship a streaming-grade agent in weeks.
Tell us the metric you most want to move - retention, ARPU, churn, ad yield. We'll come back with a fixed-scope plan.