CleanData AI, Autonomous Data Specialist SaaS
AI spreadsheet cleaner, PII redaction, embedded SQLite hub & RAG vector sync infrastructure

The Operational Problem
Businesses and AI teams waste hundreds of manual hours wrestling with messy spreadsheets, unstandardized phone/date formats, PII leaks, and inconsistent schemas before data can be queried by AI agents or stored in SQL.
The Solution Engineered
Engineered an autonomous AI Data Specialist platform operating across 10 specialized modes. Ingests messy spreadsheets or continuous narrative prose, standardizes phone numbers (E.164) and dates (ISO 8601), masks PII (SSN, credit cards), builds entity relationship graphs, persists data into an embedded SQLite engine with an in-browser query explorer, and generates semantic vector embeddings for Pinecone, Qdrant, ChromaDB, and Supabase pgvector.
Verified Business Impact
95% reduction in data preparation time; 100% automated PII protection; live browser SQL studio and sub-second context delivery for autonomous LLM agents.
Raw Spreadsheet / Prose → Entity Extractor & PII Masker → Normalizer → Embedded SQLite Hub ↔ Semantic Vectorizer → Agent Context API



