Recommendation, content, and ad-stack platforms for streamers, studios, and media networks.

Streaming retention, ad targeting, and post-production margins all bleed when recommendation, metadata, and ops still run on bolt-on stacks.

Personalizedrecommendation and metadata platform patterns

How we help

Production systems built for media reality.

Capabilities applied

LLM, agent, ML, and RPA systems put into production, not stuck in a slide deck.

Pipelines, warehouses, and decision systems that turn ten silos into one query plane.

Bespoke platforms, internal tools, and customer-facing apps engineered to outlast the next reorg.

AWS, Azure, and GCP platforms with FinOps, IaC, and platform engineering done right.