AI Content Transformation Platform
Helps content teams turn long transcripts into reviewable post drafts before anything is scheduled.
Project overview
AI Content Transformation Platform overview
A short overview of the problem, solution, and result.
Starting Point
Content teams can record hours of valuable material, then lose momentum because the useful ideas stay buried in long transcripts.What Shipped
Created a pipeline that chunks long transcripts, extracts candidate insights, and turns them into reviewable post drafts instead of forcing someone to mine the transcript by hand.Why It Mattered
Turned a manual transcript-to-post workflow into a working system that extracts insights, drafts posts, and keeps a human in control before anything gets scheduled.Summary
Vox Prismatic turned long-form transcripts into a reviewable content operations system.
The product reduced the bottleneck between raw material and scheduled posts while keeping a human in control before publishing.
About
Content teams can record hours of valuable material, then lose momentum because useful ideas stay buried in long transcripts.
Manual repurposing is slow, maintaining voice across posts is hard, and finding the most shareable moments requires judgment.
Business Objective
The product needed to extract useful moments, preserve voice, and make the publishing workflow operational instead of producing generic AI drafts.
The goal was content intelligence, not automatic posting for its own sake.
Product Direction
Convert raw expertise into reviewable assets.
The workflow treated transcripts as source material that needed extraction, shaping, and review before publishing.
Make AI processing feel operational.
Progress updates, scheduling controls, and review steps made the product feel like a workflow system, not a single prompt box.
Product Surface
The product shows a repeatable pattern for AI-assisted content operations where voice control, long inputs, and scheduling reliability all matter.
The Work
Built the transcript-to-draft pipeline.
The system chunks long transcripts, extracts candidate insights, and turns them into drafts someone can review instead of mining the transcript by hand.
Added the workflow around the generation.
Hook frameworks, scheduling controls, timezone-aware publishing, and progress updates made the system usable beyond a single AI output.
What Shipped
Vox Prismatic turned a manual transcript-to-post workflow into a controllable system for extracting, drafting, reviewing, and scheduling content.
Transcript pipeline
Long inputs became reviewable drafts.
The system chunks transcripts, extracts candidate insights, and turns them into post drafts for human review.
Voice control
Publishing stayed human-led.
The workflow kept review and approval in the loop instead of handing publishing to a generic content generator.
Operations
Scheduling became part of the system.
Hook frameworks, scheduling controls, and timezone handling made the product an operating tool.
Trust
Long-running AI work had visible progress.
Real-time updates made processing feel less like a black box while the AI workflow ran.
Product Screens
The product surface shows the workflow from raw content toward reviewable, scheduled output.
Tech Stack
Have a workflow ready to become software?
I design and build internal tools, automations, dashboards, integrations, and AI-assisted workflows around the people who need to use them.