# Webclat - High-Fidelity AI Datasets

Webclat provides artisanal data craft for AI models. We transform raw information into trusted, high-fidelity AI training datasets. We manually engineer the tracking of online and offline behavior: web, mobile, and offline event streams — and craft it into privacy-compliant, model-ready datasets.

## Services
- Tracking Architecture (Schemas & Governance)
- Identity Resolution (Cross-Device Stitching)
- Causal Curation (Attribution Logic)
- Lasting Handoff (Warehouse Delivery)
- CDP Implementation & Migration
- Fraud & Risk Data Feeds
- CRM & Activation Automation

## Target Industries
- Healthcare
- Banking & Fraud Detection
- Insurance
- Ecommerce & Retail
- Subscription & Media
- B2B SaaS

## Key Metrics
- 500M+ Events Processed Monthly
- 15+ Data Sources Unified
- 10+ Years Combined Data Engineering

## System & Philosophy
We believe that flawed data in leads to flawed predictions out. Models do not fail because of algorithms. They drift, miss fraud signals, and hallucinate because the behavioral data underneath was never engineered: events fire inconsistently, identities fragment across devices, offline conversions never arrive. We craft the data layer first. Our four-element pipeline (Stone, Wood, Glass, Bronze) ensures every event your customers generate is treated as a permanent corporate asset. Privacy is a material, not a feature. We build server-side, consent-governed collection that survives an audit.