STAGE 01
Ingestion & OCR
PyPDF / Vision OCR
Extracts raw decision tables and state transitions from multi-page PDF telecom specifications.
STAGE 02
Decision Extraction
LangChain & Local LLM
Normalizes branching logic, prompt conditions, and timeout thresholds into structured JSON models.
STAGE 03
SCXML Code Gen
State-Machine Compiler
Generates standards-compliant SCXML execution files for carrier voicemail & IVR engines.
STAGE 04
Automated QA Suite
PyTest / CTAS Engine
Synthesizes negative test scenarios, audio prompt mocks, and automated regression test harnesses.
✓ Zero Production Regression Defects
✓ 100% Decision Path Coverage
✓ Fully Air-Gapped / Local LLM Inference