Prior Techne

AI-powered workflow intelligence
for media companies.

We build AI systems for content metadata, intelligent workflows, and platform-scale automation — so media companies can move faster and monetize better.

10+ years Media & streaming platforms AI-native implementation

Expertise

Built for media companies that move at scale

AI-Powered Metadata

Automated content tagging, entity resolution, and semantic enrichment — turn raw content catalogs into intelligent, searchable assets.

Content Intelligence

Deep analysis of content performance, audience signals, and rights data — so editorial and commercial teams make faster, better decisions.

Workflow Automation

End-to-end process automation for content operations — ingest, validation, enrichment, and delivery pipelines that run without manual intervention.

Background

The operator behind Prior Techne

Mark Dawson spent a decade inside the machinery of major media companies — building content systems at Comcast Xfinity X1, shipping interactive TV apps at ActiveVideo (25+ apps across multiple platforms), and leading product strategy as SVP Product at Green Dot Financial Services. For the last 10 years, he's run CTRL Systems — a consultancy helping media companies build better infrastructure.

Prior Techne is the product of that experience: deep media domain knowledge combined with modern AI tooling. We don't just consult — we implement. We build systems that work.

Platform Comcast Xfinity X1
Platform ActiveVideo (25+ interactive TV apps)
Leadership SVP Product, Green Dot Financial
Consultancy CTRL Systems — 10 years
Focus Content systems, metadata, AI for media
Work with us

Ready to move faster
with your content?

We work with streaming platforms, sports networks, and digital media companies that need AI-powered content intelligence — not another deck, but a working system.

Typical response time: 1 business day.