Auto Improver Prov1.0.1

Developers can set an AI skill to automatically improve over time. The system runs a 17-minute loop, collects execution data, extracts patterns, and applies optimizations without manual intervention, making skills more efficient and intelligent.

Product teams can analyze user feedback from the past week to identify confirmation and rejection patterns. The tool provides confidence adjustment suggestions and optimization priorities, enabling data-driven improvements to AI interactions.

Operations teams can monitor AI skill performance metrics like execution time and accuracy. The auto-improver identifies bottlenecks (e.g., slow loops) and generates optimization suggestions, supporting continuous performance enhancements.

Data scientists can extract up to 8 types of patterns from historical AI executions. These patterns (e.g., high-confidence response templates) can be stored and reused across skills, accelerating development of new AI capabilities.

Businesses with the commercial plan can run A/B tests on different skill configurations. The auto-improver tracks performance differences and recommends the best variant, enabling evidence-based decisions for skill deployment.

Offers Personal, Commercial, and Enterprise plans with escalating features (e.g., extraction limits, A/B testing, private deployment). Revenue comes from annual subscriptions, catering to individuals, small teams, and large enterprises.

Basic auto-improvement loops are free with limited extractions per month. Higher tiers unlock more extractions, A/B testing, and unlimited skills, encouraging upgrades as customer needs grow.

Enterprise plan includes private deployment and SLA guarantees, targeting large businesses with sensitive data. Additional setup and support fees may apply, providing high-value recurring revenue.