AI-Enabled Engineering for

Media & Streaming

Media runs on attention and streaming runs on never buffering. We bring generative and agentic AI to platforms, recommendations and content operations engineered to production grade, with CMMI Level 5 discipline.

CMMI Level 5 Appraised ISO 27001:2022 SOC 1 & SOC 2 Type 2 Human-in-the-Loop AI
Streaming & OTT
Platforms, recommendations and playback at scale
Publishers & Content
Production, metadata and content operations
Creator & Community Platforms
Memberships, engagement and monetization
Six problems media leaders bring us most
Every area below is delivered as a working system in your environment, engineered for audience peaks, content volume and launch nights from the first sprint, not patched for them later.

Platforms that carry content, memberships, messaging and payments as one scalable experience your audience can grow into.

  • Scalable platform architecture for content and community
  • Memberships, messaging and payment integration
  • Engineering for peaks, reliability and secure operation

Context-aware recommendations evaluated by multiple agents before they reach a viewer, with acceptance measured, not assumed.

  • Context-aware recommendation copilots
  • Multi-agent evaluation across quality, cost and variety
  • Acceptance and engagement measurement built in

Imagery and content assets generated on demand instead of produced over months, with brand review in the loop.

  • On-demand AI imagery and asset generation
  • Channel-ready content workflows
  • Brand and accuracy review checkpoints

One harmonized ontology across titles, assets, rights and channels, built for AI to consume as readily as your systems.

  • Content metadata harmonization at scale
  • Semantic and LLM-layer record matching
  • Rights and channel data normalization

Conversational AI that keeps members engaged after signup: personalized, grounded in your content and always on brand.

  • GenAI personalized engagement
  • Smart recommendations across content and connections
  • Human review on tone and brand

AI-driven test generation across apps, devices and platforms, for release confidence on every screen your audience watches.

  • End-to-end test architecture across devices
  • AI test generation for deeper coverage
  • Automation woven into release pipelines
Proof at audience scale
Anonymized engagements from live systems, with origins labeled honestly: where a journey was delivered in an adjacent industry, we say so, because the problem shape and the engineering are the same. Client names protected under NDA.

Media Platform · GenAI · Membership Content & Community Platform

The Challenge

  • Audience engagement spread across disconnected touchpoints
  • Premium content without a platform built to carry it
  • Memberships, messaging and payments to run at scale

Our Approach

  • GenAI-powered personalized engagement
  • Smart recommendations across content and connections
  • Tiered memberships, messaging and secure payments built in

Outcomes

A scalable digital
platform for premium content and community
Personalized engagement
driving member connection
Recommendations,
messaging and payments running as one experience

Recommendations · Delivered in Food Services · Recommendation Co-Pilot in Daily Use

The Challenge

  • Complex planning across teams and preferences
  • Dynamic preferences and trends to keep up with
  • Cost pressure on every recommendation

Our Approach

  • Domain data enriched for AI consumption
  • A context-aware AI recommendation co-pilot
  • Multi-agent evaluation across quality, cost and variety
  • A unified, reimagined user experience

Outcomes

93%
of AI-recommended menus accepted
17K+ AI-driven
menu swaps in one year
1,300+
menus optimized
Measured savings
on cost per serving

Content Ops · Delivered in Food Services · AI Imagery at Production Speed

The Challenge

  • Manual, error-prone content data entry
  • Imagery slow and costly to produce
  • Bad data driving support tickets

Our Approach

  • AI validation of content data before it goes live
  • AI imagery generated on demand
  • Cloud signage and screen integration

Outcomes

New items live
in minutes instead of days
Imagery in minutes
instead of months
50%
reduction in IT support tickets
Built for audiences that never log off
Media is where content volume meets attention scarcity. Our delivery model was built for exactly that race.
01

Production-Grade Delivery

CMMI Level 5 process maturity, ISO 27001 and SOC-aligned controls run through every engagement by default.
02

Human in the Loop, Always

Agents draft, extract and propose. Your SMEs and reviewers approve. Nothing reaches production on model confidence alone.
03

Peaks as a Design Input

Launch nights, live moments and viral spikes are designed for from the first sprint, never discovered in production.
04

Production, Not Pilots

The systems in the journeys above run daily operations for live clients today. Working software is our standard, not the pilot.
The short version of how we engage
Four phases, one continuous journey. The path advances on its own; click any phase to explore what happens there and what you keep.

Discover

One high-impact facilities use case, chosen with your teams, with a value case leadership can sign.

Design

Architecture, data readiness and responsible AI guardrails agreed before production code.

Build

Working software in your environment, with evaluation and security from sprint one.

Run & Scale

Production rollout, adoption support and a prioritized queue of next use cases.
The audience conversation, up front
The questions every platform, content and technology leader raises in the first meeting, answered before the first meeting.

Generation runs behind brand and accuracy review and is grounded in your approved assets, so nothing ships that your team did not clear.

Evaluation covers variety as well as relevance before a viewer sees anything, and acceptance is measured in production rather than assumed.

Peaks are engineered for up front: load design, testing and monitoring are planned against your release calendar, not discovered during it.

Through harmonization: one governed model across titles, assets, rights and channels, so every system reads the same truth.

Yes. We integrate with the stack you run and deliver through it, rather than asking your operation to move.

Bring production-grade AI to your platform, content and audience operations
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