Author

Liam Ortega

Senior Reporter, Workflow Lab

Liam covers how AI video actually ships inside production teams, from prompt versioning to client-ready delivery.

Profile

Beat: Creator pipelines, post-production systems, and throughput bottlenecks
Based in: Austin, TX
Background: Reports on production operations with emphasis on repeatability, cost control, and team handoff quality.

Flow Adds Audio-First Controls to Reduce Post-Production Hand-Offs (2/24/2026)
Ray3 Modify Targets Hybrid Human-Performance and AI Edit Workflows (2/24/2026)
Agencies Are Building AI Video Assembly Lines, Not One-Off Experiments (2/23/2026)
HeyGen Overhauls Avatar Creation, Credits System, and Pricing in January Refresh (1/6/2026)
HeyGen Ships Voice Doctor and Simplified Avatar Management in December Update (12/20/2025)
Kling Video 2.6 Ships Simultaneous Audio-Visual Generation in a Single Pass (12/3/2025)