See the work in action.
Each tool runs entirely in your browser — no data leaves your machine. Pick one and watch the pipeline execute step by step.
AI-Powered
Right-Sized AI
Pick an everyday request and watch rules, a small model, Jev and a big chatbot answer the same small questions. Then see which one you would actually pay for.
Data Quality Scanner
Upload a CSV or pick a sample dataset. AI detects inconsistent formats, outliers, nulls, and duplicates — then scores every column.
RAG Pipeline Explorer
Pick a document, ask a question, and watch every stage of a Retrieval-Augmented Generation pipeline — from chunking to answer generation.
Agent Workflow Simulator
Pick a business task and watch multi-agent AI systems use Fan-Out, Router, Map-Reduce, Chain, and ReAct patterns to execute work.
Supply Chain Intelligence
Watch 12 market, company, and geopolitical signals get processed by a hybrid AI + statistical engine to produce procurement, pricing, inventory, and risk recommendations.
Document Intelligence
Pick a document — invoice, contract, or medical report — and watch AI parse, classify, extract entities, structure into JSON, and summarize.
AI Security & Guardrails
Send a prompt through six security layers — validation, content filtering, PII detection, sanitization. Then toggle guardrails off to see what breaks.
Data Migration Planner
Pick a source and target system. Watch schemas get mapped, incompatibilities flagged, and a phased migration plan generated with risk assessments.
Anomaly Detection
Feed in time-series data and watch statistical baselines get computed, then AI models detect anomalies that simple threshold alerts miss entirely.
AI Connector Playground
Switch a sample business's connectors on and off and watch an assistant call them through MCP, answer from its own systems, or say what it can't see.
AI Connector Safety
Decide what an assistant may do with email, accounting and payments. Reads run, sends wait for approval, and a hidden instruction in an email gets caught.
Custom Connector Builder
An old database, an industry API or the spreadsheet that runs the company, turned into an MCP server and tested against the quick way of doing it.
AI Playbooks
Your procedure for a job, written once and loaded only when the job comes up. Run the same request with and without it, and check both against your rules.
Legacy Data Modernizer
A credit union core, a utility billing system or 1990s parts files, decoded by AI through a read-only connector, checked by a person, reconciled to the cent and served by a new MCP server.
Systems Bridge
Six systems that were never meant to talk, from SQL Server and PostgreSQL to a nightly CSV file. One connector on each, an AI layer that lines up their data, and jobs that run across all six with your approval.
Runs Locally
KPI Dashboard Builder
Upload a CSV or pick a sample. Column types are detected, metrics classified, and an interactive Chart.js dashboard is built automatically.
ETL Pipeline Simulator
Watch messy data get extracted, validated, cleaned, transformed, and loaded — with per-row change tracking and a final quality score.
AI Cost Simulator
Most teams overpay for AI by 80-97%. Pick a scenario, set your volume, and watch the cost collapse as RAG, caching, and routing are applied.
One of them is real.
The live connector is a small, read-only MCP server with a made-up distributor's data. Add it to your own Claude or ChatGPT and ask it questions.