System Architecture · Activity Diagram

FormLint — Document Processing Pipeline

How a document flows through FormLint's engine. From upload to confidence check to scored output. Click any node to explore.

CURRENT SPRINT: Real-World Validation (Stage 5)
FormLint — BPMN Activity Flow
INPUT PROCESSING OUTPUT STAGE 5 — REAL-WORLD VALIDATION SPRINT Start 01 Document Input PDF / DOCX / TXT / Paste Upload or Clipboard 02 Format Detection Identify file type Route to parser 03 Multi-Format Parser Extract text + metadata Confidence Check 04 FAIL Hard Rejection No score shown Unsupported PASS 05 Metadata Builder Normalize for engine 06 Standards Engine Rules / Scoring / Checklist 07 Scored Output Grade + Checklist + Issues + Confidence End text + formatting + page geometry supported / limited fonts / margins / spacing sections / ATS / layout
Click any node in the diagram to explore what happens at that stage.
How You Can Help — Stage 5

We're stress-testing the parsing engine with real documents. If you have a resume, CV, or cover letter in any format — your file directly helps us find the edge cases synthetic test data can't. Not your skills. Not your career. Just how well the pipeline handles what you hand it.

{ } FormLint · Engineered by David Onuoha · DO.Design · 2026