What was needed
Reduce repetitive content-production work for multiple brands while preserving their individual voice and editorial approval.
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Technical project management · Applied AI
AI Content Production Platform
Designed and delivered a multi-brand AI content production tool with configurable voice and tone, 12 stages, quality controls, and human review.
Process design · AI orchestration · quality controls · human review · delivery outcomes.
50%smaller content team
~$100Kannualized profit gain
25brands tested
250topics in tested batches
What I did
Built a 12-stage tool using configurable brand profiles, specialized prompts, recoverable jobs, quality checks, and Google Docs handoff.
What was achieved
Production dropped from roughly two days to minutes plus editorial review. The CEO reported a 50% reduction in content team size and nearly six figures in annualized profit improvement.
Project documentation
Review the project evidence.
Each artifact opens as a responsive HTML document with the project logic, controls, and measured outcomes. No external repository or download is required.
Project brief
Problem, scope, delivery boundaries, and success measures.
Read documentPipeline design
Stages, orchestration, handoffs, and recovery paths.
Read documentQuality controls
Review gates, source checks, and human approval points.
Read documentProduction evidence
Jobs, articles, failure-rate improvement, and cycle time.
Read documentClose-out and lessons
What changed, what stayed controlled, and what comes next.
Read documentAdditional delivery evidence: 549 articles across 882 jobs; measured failure rate reduced from 25–40% to 4–8%. The platform was designed for at least 50 brand profiles, but that limit was not verified in production. Annualized financial impact is the CEO’s estimate, not audited realized profit.
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Names, credentials, private records, internal URLs, production identifiers, and sensitive implementation details have been removed or generalized. The public case preserves the delivery thinking, controls, and measurable outcomes.