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

Uncertainty based selection of compatible inputs

Open-source LLM evaluation engine with statistical confidence scoring

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.

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.

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

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.

Verification system that catches coding agents falsely claiming task completion. Runs 4 parallel checks (file integrity, test quality, scope narrowing, optional LLM judge) over task+claim+diff and returns a weighted 0-100 confidence score with evidence.

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.

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

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.

Automated L1/L2 SOC triage platform — real log ingestion, dual-source threat intel, MITRE ATT&CK tagging, kill-chain detection, ML anomaly detection, alert explainability, and confidence scoring. Built in Python.

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