Cross-provider AI code review for Claude Code — evidence-based confidence scoring with Codex, Gemini & Claude

Confidence based selection of compatible inputs

Extract structured data from any document — PDF, DOCX, HTML, CSV, plain text — using LLMs with Pydantic schema validation, per-field confidence scores, and source grounding.

Open-source LLM evaluation engine with statistical confidence scoring

The extraction API that shows its work. Product data extraction with per-field confidence scoring and extraction provenance. REST API + MCP server. 50 free calls/month.

Multi-agent AI task delegation architecture for n8n: orchestrator routes natural-language commands to specialist agents with confidence scoring and human-in-the-loop gates.

Zero-Noise utilities for safer product research and review signal analysis.

Research-grade Self-Correcting RAG agent built with LangGraph that retrieves knowledge, generates answers, evaluates grounding/relevance/completeness, and iteratively self-improves with confidence scoring and memory.

System that aggregates outputs from multiple Large Language Models (GPT-4, Claude-3, custom models) to generate reliable, high-confidence results through consensus-based reasoning evaluation. Demonstrates sophisticated AI orchestration with 92.7% accuracy improvement over single-model.

AI-powered concierge that normalises guest messages from WhatsApp, Booking.com, Airbnb, Instagram and direct channels, drafts a reply with Claude, and routes responses through a deterministic confidence-scoring pipeline. Built with FastAPI + Claude Sonnet 4.

Catch AI‑code hallucinations instantly: real‑time sandbox validation scores suggestions, flags low‑confidence snippets, so solo devs avoid wasted debugging and regain trust in assistants.

Smart Document Conversion for the AI Era - CPU-only, fast, with confidence scoring. Converts PDF, DOCX, PPTX, HTML, EPUB to Markdown, JSON, HTML, Text.

Supplier PDF-to-Excel/CSV workflow with structured extraction, confidence scoring, validation flags, and human-review cues.

Append-only CLI ledger for structured agent memory claims with provenance, confidence, contestability, and immutable history.

Ingestion pipelines with artifact lineage, replayable stages, and append-only persistence.

A modular AI-driven pipeline for cleaning, normalizing, and standardizing large-scale inventory data with automated SKU generation, confidence scoring, and human-in-the-loop validation.

AI-powered problem solver using dual-AI validation with 88%+ confidence scoring. By Yourox.ai

Production-grade HR document intelligence system built on n8n, Pinecone, OpenAI, and PostgreSQL. Automatically detects and processes multiple files from a Google Drive folder, then answers natural-language queries against your HR documents with cited, confidence-scored responses — complete with query logging, caching, and error handling.

Backend document processing pipeline using n8n and Gemini AI. Receives files via webhook, extracts structured data, calculates confidence scores and stores results in Supabase and Google Sheets.