Zach Varney
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AI Product Case Studies

Real-world examples of AI products Zach Varney has helped build and ship, demonstrating measurable business impact and technical excellence.

Lead PM•Insights Co

AI Summarization Platform

Built a platform that reduces report review time by 38% using advanced LLM techniques and evaluation frameworks.

Timeline:12 weeks
Team Size:7 people

Key Metrics:

  • • 38% faster review cycles
  • • 14% support deflection
  • • <$0.02 per document

Technologies:

OpenAI APIPythonReactAWS
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Senior PM•Compliance Inc

Brand Compliance AI

Automated brand compliance checking across 1000+ assets with 85% accuracy using computer vision and LLM techniques.

Timeline:6 weeks
Team Size:5 people

Key Metrics:

  • • 85% accuracy
  • • 10x faster review process
  • • 1000+ assets processed

Technologies:

Computer VisionOpenAIPythonDocker
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Technical PM•Slack Integration

Agentic Workflow Automation

Implemented multi-agent system that auto-resolves 40% of support tickets with intelligent routing and response generation.

Timeline:8 weeks
Team Size:6 people

Key Metrics:

  • • 40% ticket auto-resolution
  • • 2.3x faster first response
  • • 60% support reduction

Technologies:

LangChainOpenAITypeScriptSlack API
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These case studies show Zach Varney's proven approach to building AI products that deliver real business value.

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