The five-stage intelligent workflow handles messy and structured documents alike.

By: Herco van Dyk | July 1, 2026

Herco provides a detailed walkthrough of the Leap pipeline — multi-channel ingest, smart document identification (even on poor-quality or variable inputs), context-aware extraction, confident validation with human oversight where needed, and seamless delivery into business systems. Explains the “smart choices” mechanism that automatically balances speed, cost and accuracy, and why this architecture outperforms both rigid legacy systems and generic AI-only approaches on real South African document sets.