Explore practical AI products and experiments built to solve real problems.
Agentic WorkflowRouting Slip: A Process in Plain Words, Run on a Real Inbox
Describe a business process in plain words and watch it become a live workflow. Each step is routed to the tool that fits: code for rules, Jev for judgment calls, an LLM only where text must be written. A person steps in whenever Jev isn't confident enough.
- Agentic AI
- Jev (TypeSafe)
- FastAPI
- React Flow
- SSE
- OpenAI
- Docker
Agentic Risk AIProofline: Agentic Risk Assessment, Explained
Watch an AI agent find evidence in a document, verify it's real against the source, then compute a risk score by formula, never by asking the model directly. An LLM finds quotes; Jev rates severity and likelihood with a confidence score, flagging anything uncertain for a person to review.
- Agentic AI
- Jev (TypeSafe)
- FastAPI
- React
- SSE
- OpenAI
- Docker
Agentic Risk AIARGUS: Agentic Risk Governance System
Decision-support for financial-risk analysts. An eight-step agentic workflow investigates a counterparty case file, ties every finding to a cited source passage, tests it against policy, argues against its own conclusions, and computes an explainable rating by arithmetic. It then stops at a human review gate: the AI recommends, an analyst decides. Includes an evidence graph, a scenario lab and a 53-case evaluation suite.
- Agentic AI
- FastAPI
- Next.js
- RAG
- pgvector
- Docker
Voice AITelecomNL Voice AI Assistant
Full-stack voice AI customer-support agent: speak your issue, hear Sarah respond in real time. Whisper STT, GPT-4o tool-calling with live diagnostics, ElevenLabs TTS, multi-agent personas, a sentiment timeline, and a hands-free voice-activity mode.
- FastAPI
- GPT-4o
- Whisper
- ElevenLabs
- Web Audio API
- SSE
Document AIAI Contract Risk Analyzer
Upload a contract and get clause-level risk scores, suggested revisions, a Q&A chat, and a PDF report. Jev classifies each clause with a probability per risk category, so the score is computed from those probabilities (not picked by an AI), and an LLM only writes the explanations.
- FastAPI
- Jev (TypeSafe)
- ChromaDB
- OpenAI
- React
Agentic ResearchMulti-Agent Research Assistant
A five-agent pipeline that decomposes a research question, searches the web with Tavily, and synthesizes sources into a structured report, streamed live over SSE as each agent finishes its stage, with follow-up Q&A once the report is done.
- Agentic AI
- FastAPI
- Groq
- Tavily
- SSE
- React
Agentic NLPMunazara: AI Debate Engine
Watch AI argue both sides of any topic, or challenge it yourself, with evidence pulled live via RAG and fact-checked in real time. Includes a voting system, a leaderboard, and an interactive knowledge graph connecting every debate on the platform.
- FastAPI
- gpt-4o-mini
- Tavily
- ChromaDB
- React
- SSE
Data IntelligenceRivalScan: Competitor Intelligence Dashboard
Tracks competitor product updates in real time: RSS feeds, GitHub releases, and changelogs aggregated automatically, summarised by AI, and scored by business impact so the updates that matter surface first, not the noise.
- FastAPI
- OpenAI
- SQLAlchemy
- React
- Vite
ML ProductSwipeEat: Adaptive Meal Recommendation
A preference-based recommendation engine matching people to meals through an intuitive swipe-driven interface, learning what someone likes with every swipe. Built for Vervai as a mobile web app MVP, from concept to a working, demo-ready product.
- Python
- JavaScript
- Flask
- HTML/CSS