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Integration Guide

How to integrate Datasculpt into your data pipeline.

What You Need to Integrate

Component Required? Purpose
Core inference Yes Shape, grain, roles
Interactive mode Optional Resolve ambiguity
Optional adapters Optional Enhanced profiling
Invariant handoff Optional Downstream registration
  1. Start minimal — Core inference only
  2. Add interactive mode — When ambiguity handling is needed
  3. Add adapters — When you need richer profiling
  4. Connect to Invariant — For full governance

Integration Guides

Guide Use Case
Minimal Integration First integration, proof of concept
Interactive Mode Human-in-the-loop workflows
Optional Adapters Enhanced profiling capabilities
Invariant Handoff Connecting to downstream governance