Client Pain Points
A film technology company wanted to integrate AI into content creation but faced industry-wide challenges:
Long Production Cycles and High Costs — Traditional video production from concept to final cut could take weeks or months, with labor and equipment costs remaining extremely high.
Rapidly Evolving Technology — AIGC video generation technology changes fast — from Sora to Runway and various open-source models — making it difficult for teams to determine which technical path best suited their business scenario.
Disconnect Between Creativity and Technology — Creative teams had content ideas but lacked technical implementation knowledge. Technical teams understood the models but didn't grasp film production workflows.
Limitations of Traditional Approaches
Finding suitable consultants at the intersection of film and AI was nearly impossible:
- Traditional IT consulting firms did not understand film production workflows or aesthetic standards
- Industry technical consultants for film had limited knowledge of the AIGC technology stack
- Most available proposals were templated solutions unable to be customized to the client's specific business context
AIGCLINK Intervention
The client described their initial concept — "build an AI video generation application" — and AIGCLINK rapidly translated it into an executable technical proposal:
Technology Frontier Navigation — The proposal covered text-to-video, image-to-video, video style transfer, and video editing capabilities, with a comparative analysis of each technical approach's strengths and limitations.
Production Workflow Integration — Seamlessly embedded AI generation capabilities into the traditional "concept → script → storyboard → production → post-production" workflow.
Cost-Benefit Analysis — The proposal included a detailed cost comparison of AI-assisted versus traditional production flows, giving the client a clear view of investment value.
Core Value of AI Expert Consulting
- Technology Frontier Insight — Deep familiarity with the latest developments in AIGC video technology, helping the client avoid costly technology selection detours
- Cross-Domain Integration — Genuinely fused AI technology with film production workflows, rather than simply stacking technologies
- Actionable Roadmap — The proposal included not just a technical vision, but a phased implementation path and POC validation plan
Deliverables
| Document Type | Content |
|---|---|
| Overall Solution | Product positioning, technology roadmap, competitive analysis |
| Product Proposal | Core features, user flows, creative toolchain |
| Technical Proposal | Multimodal model selection, rendering pipeline, deployment architecture |
| Pricing Quote | Phased pricing, GPU resource estimation |
| Technical Service Contract | IP ownership, model licensing, delivery standards |