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Media and Entertainment

OTT, content workflows, and audience platforms built for global scale and sub-second decisions.

The landscape

Streaming, content, and ad-tech — engineered for the night the show drops.

Media and entertainment platforms live with two extreme constraints: bursty, global-scale traffic (peak-night spikes that dwarf the daily curve) and a content supply chain that produces, processes, protects, and monetizes long-tail catalogs in dozens of languages. The platforms that hold up treat reliability, content protection, and personalization as engineering disciplines — not features.

We build OTT / streaming back-ends, content-supply chain tooling, ad-monetization (SSAI / CSAI, header bidding, ad-server integrations), and recommendation / search platforms. We engineer to DRM (Widevine, FairPlay, PlayReady), CDN-multi-origin architectures, and the metadata standards (EIDR, IMF, CSAI) the rest of the industry already speaks.

Privacy expectations have changed too — GDPR, CCPA, signal loss in ad measurement, and per-platform attribution gaps. We design audience and measurement systems that work in a post-cookie world without pretending it isn't here.

Media and Entertainment

DRM

Widevine / FairPlay / PlayReady

SSAI & CSAI

Server-side & client-side ad insertion

Multi-CDN

Origin and edge by design

Sub-second

Recommendation & bid latency

Challenges we hear

Where media platforms hit limits

Peak-traffic engineering

Launch nights, live events, and sports moments can drive 10–100× spikes. Single-CDN designs fail in front of this; observability has to be real-time, not next-morning.

Piracy & content protection

DRM, watermarking, anti-piracy monitoring, geofencing. The arms race is constant; the protection layer has to be designed as a moving target.

Content supply chain

Multi-language, multi-format, multi-rights catalogs. Without IMF-compliant masters and metadata, every new platform launch becomes a one-off integration.

Privacy & signal loss

GDPR, CCPA, ATT, Privacy Sandbox — third-party signals keep shrinking. First-party data infrastructure and clean rooms are no longer optional.

Subscription churn

Acquisition cost is climbing, churn is sticky, and pricing experiments are slow. Real-time engagement & lifecycle data make the difference.

Ad-tech complexity

Header bidding, programmatic guaranteed, deal IDs, frequency capping, OMSDK viewability — and a list of partners that doubles every year.

How gmware helps

What we build for media, OTT, and ad-tech

OTT Platforms

Player apps (web, iOS, Android, FireTV, Roku, Tizen, WebOS), playback orchestration, manifest manipulation, low-latency streaming (LL-HLS / DASH-LL).

Content Workflows

Ingest, transcode, package, DRM, QC. AWS Elemental, MediaConvert, Bitmovin, Encoding.com — and the MAM / DAM glue around them.

Recommendations & Search

Recsys (item-item / user-item / hybrid), title search with semantic ranking, "more like this" carousels, and the experimentation rig to know whether they actually move retention.

Ad & Monetization Tech

SSAI / CSAI integration, ad servers (FreeWheel, GAM), header bidding, supply-path optimization, OMSDK measurement, frequency capping.

Audience / CDP

First-party data warehouses, identity resolution, audience segmentation, clean-room integration (LiveRamp, AWS Clean Rooms, Habu, InfoSum).

DRM & Anti-Piracy

Multi-DRM (Widevine / FairPlay / PlayReady), forensic watermarking, geofencing, takedown automation, anti-bot for live events.

Standards & Compliance

Standards we work to

HLS / DASH

Adaptive streaming

LL-HLS / DASH-LL

Low-latency live

Multi-DRM

Widevine, FairPlay, PlayReady

IMF

Interoperable masters

EIDR

Content identifier registry

OpenRTB

Programmatic bidding

VAST / VMAP / VPAID

Ad serving

GDPR / CCPA / IAB TCF

Consent & privacy

Outcomes

KPIs we help teams move

Start-up time

Click-to-frame, by device

Rebuffer ratio

By device, region, ISP

Concurrents

Peak vs. capacity

ARPU / churn

Cohort retention & revenue

FAQ

Common questions

Always for live events at scale, and increasingly for SVOD as concurrent peaks grow. Real-user-monitoring-driven CDN steering routinely cuts rebuffer ratio 20–40% versus single-CDN. The complexity is in origin shielding, cache invalidation, and consistent token validation across providers — that's where the engineering effort lives.

SSAI for ad-block resistance, frame-accurate stitching, and live; CSAI when you need fine-grained client signals (viewability, OM SDK, interactive ads). Hybrid is the norm at scale — SSAI on the stream, CSAI for tracking and interactive overlays.

A two-tower architecture (user embedding + item embedding) refreshed online, paired with a candidate generator that's aware of catalog churn. Plus a real experimentation framework — most recsys investments fail because uplift isn't measured, not because the model was bad.

First-party data infrastructure, server-side conversion APIs, clean rooms for audience overlap, and a media-mix-modelling discipline for the questions deterministic measurement can't answer anymore. None of these are single-vendor solutions — they're an architecture.

Products that fit

Browse other industries we serve

Launching, scaling, or modernizing a media platform?

30 minutes with our media practice lead. We'll talk peak, protection, and the realistic shape of the next six months.