Case studies

Agencies

Agencies – Video Production House: Production Pipeline & Client Approval AI

Timeline: Build: 9 weeks. Deploy: show-by-show. Optimization: 7 weeks client templates.

Business overview

Industry: commercial video production. Complexity: client-specific deliverables.

Common pain points

Manual feedback, rights risk, delivery errors.

Full AI automation system (PrimeAxiom solution)

Script Agent, Review Agent, Rights Agent, Delivery Agent.

Automation workflow (detailed system flow)

1. Script upload.
2. AI shotlist + budget hints.
3. Reviews consolidated.
4. Rights checks.
5. Render validations.
6. Client portal.
7. Archives tagged.

AI agents & logic

Breakdown Agent, Feedback Agent, Compliance Agent.

Technical architecture

Video APIs, LLM for scripts, policy checks for rights.

Tools & integrations

Frame.io API, Adobe panel hooks, PostgreSQL, OpenAI, DAM

Results

Producer admin time −54%; revision rounds −23%; rights clearance time −48%; delivery rejections −71%.

Timeline

Build: 9 weeks. Deploy: show-by-show. Optimization: 7 weeks client templates.