The challenge
What organisations face
Streaming, publishing and gaming platforms hold large catalogues, but generic carousels and editorial lists bury most content. Viewers churn when they cannot find something relevant quickly, new titles struggle for visibility and teams cannot measure which personalisation changes actually improve engagement.
The solution
What VulcanTech engineers
VulcanTech would build a recommendation platform combining content embeddings, collaborative filtering and contextual signals, served through low-latency APIs to apps, web and notification systems. Business rules protect editorial priorities and rights windows. An experimentation framework measures each model change, and cold-start strategies give new titles and new users relevant results.
Expected outcomes
What changes for the business
- More relevant content surfaced for each user
- New releases reaching the right audiences
- Personalisation changes measured through controlled experiments
Capabilities
Service lines involved
- Machine Learning EngineeringCustom models trained on your data and proven against a defined baseline before release.
- Predictive & Prescriptive AnalyticsForecasts, risk scores and prioritised actions delivered where operational decisions are made.
- API & Integration ArchitectureGoverned APIs and resilient integrations that keep enterprise data consistent across systems.
Media, Gaming & Entertainment
Related use cases
- Live-ops game platformsBack-end services, content pipelines and tooling that let studios run events, offers and updates continuously without client releases.
- Events and offers launched without client updates
- Live-ops teams independent of engineering for routine changes
- Generative asset and localisation pipelinesGoverned generative AI workflows that accelerate concept art, asset variations, metadata and localisation while artists retain creative control.
- Faster iteration from concept to production asset
- Consistent style across expanding content volumes
- AI trust and safety moderationLayered AI moderation for chat, voice, user-generated content and player behaviour, with human review for nuanced decisions.
- Harmful content actioned faster and more consistently
- Moderators focused on nuanced, high-impact cases
Free discovery session
Explore personalised content recommendation for your organisation
Tell us what you're building. You'll hear back from an engineer, not an inbox.
- 1We reply within one business day to set up a 30-minute call.
- 2A senior engineer — not a salesperson — walks through your problem.
- 3You get a scoped proposal with timeline and cost. No obligation.
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