InsightFlow AI: Conversational AI Clarification Engine
Transform vague or incomplete user inputs into comprehensive, structured answers through adaptive questioning and confidence scoring.
Transform vague or incomplete user inputs into comprehensive, structured answers through adaptive questioning and confidence scoring.
InsightFlow AI is a conversational AI-driven clarification engine designed to elicit precise, high-confidence answers from users through adaptive questioning. The system leverages Claude (Anthropic's LLM) with LangGraph agent orchestration to conduct dynamic interviews that gather complete information based on configurable confidence thresholds.
Unlike traditional chatbots, InsightFlow AI actively assesses response completeness and asks targeted follow-up questions until achieving 85%+ confidence in collected information.
InsightFlow AI transforms incomplete inputs into comprehensive answers through intelligent, adaptive conversations.
AI agents conduct intelligent interviews, generating context-aware follow-up questions based on response gaps and confidence levels.
Real-time assessment of response completeness, consistency, and specificity with configurable thresholds (default 85%).
Compiles final answers from multi-turn conversations, ensuring high-confidence, comprehensive responses.
Persistent storage of conversation history with support for multiple interfaces: chatbot UI, REST API, and WebSocket.
Next question generation based on identified information gaps and confidence scoring.
Score response completeness using multiple criteria: completeness, consistency, and specificity (0-100 score).
Compile structured final answers from multi-turn conversations with high confidence levels.
Optional fact-checking and validation via external APIs and tool-calling architecture.
Gather complete user profile information through intelligent, adaptive questioning until achieving high confidence in collected data.
Collect symptom details with high confidence through targeted follow-up questions, ensuring comprehensive patient information.
Elicit comprehensive travel preferences through adaptive conversations, building complete travel profiles.
Diagnose issues through targeted questioning, gathering complete problem descriptions for accurate resolution.
Conduct research surveys with adaptive follow-ups, ensuring complete and high-quality responses.
Collect software project requirements through intelligent interviews, ensuring nothing is missed.
Choose the version that fits your needs. Contact us for detailed pricing information.
Current
Perfect for teams looking to add InsightFlow AI capabilities to their existing workflows.
Coming Soon
Comprehensive solution with advanced features for growing organizations.
Coming Soon
Tailored solution for large organizations with complex requirements and custom needs.
Request more information, schedule a demo, or discuss custom implementation options
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