Media is a data problem now. Content pipelines, recommendation engines, ad tech, creator platforms. Consult Saksham brings 12 years advising streaming services, publishing platforms, and gaming companies. The practice helps teams build distribution systems where the algorithm makes or breaks user growth.
The practice focuses on three media challenges: content delivery at scale (where CDN costs and latency directly affect user experience), recommendation precision (where the algorithm determines watch-time and engagement), and content production pipeline speed (where faster iteration compounds over thousands of titles).
CDN optimization, adaptive bitrate streaming, regional delivery. Consult Saksham has built systems that handle peak concurrent viewers without burning cost.
Personalization, discoverability, session continuation. The practice helps media leaders pick recommendation use cases where the model directly improves watch-time and retention.
The practice ships alongside streaming, publishing, and gaming operators. Consult Saksham operates with direct experience in content pipelines, licensing, and audience analytics.
Three to four weeks. Principal-led platform, data, and delivery review with a written plan.
Monthly retainer at the right cadence for the stage. Weekly call, hire panels, board prep.
Build, buy, partner across the Media & Entertainment-relevant use cases. Governance and economics included.
Ten to fifteen business days. Investor memo, 100-day plan, direct readout.
The existing recommendation system was rule-based and stale. Users were churning because the platform felt generic. The product team had tried two ML approaches internally, both failed to move retention.
Saksham audited the data pipeline, identified why previous ML attempts underperformed, and designed a hybrid recommendation architecture that balanced personalization quality with inference cost. Engagement metrics moved within the first two weeks of deployment.
The first conversation is thirty minutes. By the end of it, the shape of the engagement is clear.