Evals for AI SaaS FeaturesJosh Pitzalis
I systematically diagnose and fix existing AI features that aren't performing as expected, delivering quantified improvements in just 3 weeks. Unlike generic monitoring tools, I create custom grading criteria specific to your domain and provide measurable before/after results that prove ROI. You get a complete quality framework, documented fixes, and the knowledge to maintain high AI performance long after the engagement ends.
What makes this unique: Most AI consulting focuses on building new features, but I specialize in rescuing underperforming AI systems with rapid, measurable improvements and custom quality standards tailored to your specific business domain.
What's included
A Grading Criteria Document
A comprehensive, evolving document that defines what "good" AI output looks like for your specific use case. This includes scoring rubrics, quality thresholds, edge case handling rules, and examples of acceptable vs. unacceptable outputs. Unlike static documentation, this document is designed to be updated as your understanding of quality evolves, serving as the foundation for all future AI evaluation and improvement efforts.
Baseline Performance Report
A quantified analysis of your AI system's current performance, documenting all identified error modes with specific metrics. This report includes failure rates, error categories, cost analysis, and impact assessment for each problem area. It serves as your "before" snapshot, establishing concrete benchmarks against which all improvements will be measured.
Final Improvement Report
A comprehensive before/after comparison showing exactly what was fixed and by how much. This report quantifies the measurable improvements achieved across all error modes, including reduced failure rates, cost savings, and enhanced reliability metrics. It provides concrete evidence of ROI and serves as documentation for stakeholders on the tangible value delivered.
Josh's other services
Starting at$6,000
Duration3 weeks
Tags
TypeScript
AI Developer
AI Engineer
Engineering Manager
Service provided by
Josh Pitzalis India
Evals for AI SaaS FeaturesJosh Pitzalis
Starting at$6,000
Duration3 weeks
Tags
TypeScript
AI Developer
AI Engineer
Engineering Manager
I systematically diagnose and fix existing AI features that aren't performing as expected, delivering quantified improvements in just 3 weeks. Unlike generic monitoring tools, I create custom grading criteria specific to your domain and provide measurable before/after results that prove ROI. You get a complete quality framework, documented fixes, and the knowledge to maintain high AI performance long after the engagement ends.
What makes this unique: Most AI consulting focuses on building new features, but I specialize in rescuing underperforming AI systems with rapid, measurable improvements and custom quality standards tailored to your specific business domain.
What's included
A Grading Criteria Document
A comprehensive, evolving document that defines what "good" AI output looks like for your specific use case. This includes scoring rubrics, quality thresholds, edge case handling rules, and examples of acceptable vs. unacceptable outputs. Unlike static documentation, this document is designed to be updated as your understanding of quality evolves, serving as the foundation for all future AI evaluation and improvement efforts.
Baseline Performance Report
A quantified analysis of your AI system's current performance, documenting all identified error modes with specific metrics. This report includes failure rates, error categories, cost analysis, and impact assessment for each problem area. It serves as your "before" snapshot, establishing concrete benchmarks against which all improvements will be measured.
Final Improvement Report
A comprehensive before/after comparison showing exactly what was fixed and by how much. This report quantifies the measurable improvements achieved across all error modes, including reduced failure rates, cost savings, and enhanced reliability metrics. It provides concrete evidence of ROI and serves as documentation for stakeholders on the tangible value delivered.
Josh's other services
$6,000