MicroZahn • STAT X1, Inc.

S2X

Turn complex SAS ETL into production-ready Python — with full traceable logic — in weeks, not months.

S2X analyzes real-world SAS ETL — including heavy %macro and %include logic — to generate auditable Source-to-Target mappings and production-ready Python / PySpark code.

⚡ 10–20x faster than manual conversion
🔍 Full variable-level lineage (no black box)
🔁 Handles real macro-heavy SAS
🔒 Client-agnostic — no data required (code only)
🚀 Book a 15-min Demo See Live Demo View on GitHub How It Works 📄 Request Resume (2-page)
🎟️ Meet Mike Krizan at SAS Innovate 2026
Stop by the Python / modernization sessions — let’s turn your SAS pain into Python wins in weeks, not years.
Scan QR on my card → Instant demo + 15-min chat

See 3 Real SAS Programs → S2T → Python

No toy examples. Real DATA step, PROC SQL, and macro-driven ETL — converted live.

From legacy SAS → Source-to-Target → production-ready Python / PySpark

1. DATA Step

Calculations, conditional logic, derived fields

→ S2T Mapping + Pandas + PySpark

2. PROC SQL

Joins, aggregations, filters, calculated columns

→ S2T Mapping + Pandas + PySpark

3. %Macro + %Include

Complex macro-driven ETL with expanded logic

→ S2T Mapping + Pandas + PySpark

📥 Download All 3 Examples (GitHub)

How S2X Works

Step 1
Scrub00 – Identify all input/output datasets
Step 2
Scrub01 – Clean + expand %macros and %includes (OPTIONS MPRINT)
Step 3
S2X Engine – Generate rich Source-to-Target mappings + logic
Step 4
Rapid generation of Pandas or PySpark code

Why S2X is Different

Deterministic logic extraction
— not AI hallucination.
Macro-Aware by Design
Handles real-world %macro and %include complexity.
Audit-Ready Outputs
Full variable-level traceability for regulated environments.
Documentation + Code
Generates both S2T mappings AND Python / PySpark.
Simplify Complex legacy SAS ETL
Standardize Clean Source-to-Target mappings
Transform Production-ready Python / PySpark

Proven at Scale

55+ complex SAS programs (including macro-heavy ETL) converted in weeks — not 12+ months.

Delivered full Source-to-Target mappings and reusable transformation logic for enterprise ETL modernization in regulated industries.

⚡ 10–20x faster delivery vs manual documentation

About MicroZahn

Software division of STAT X1, Inc. (Sioux Falls, SD)

30+ years specialized experience in BASE SAS ETL, legacy modernization, and regulated industries.

Experience across IRS, healthcare, financial services, and large-scale enterprise ETL environments.

Contact Mike Krizan
– S2X Founder

📧 Email: MikeKrizan@MicroZahn.com

📱 Phone: (612) 594-2954

🔗 LinkedIn: linkedin.com/in/mike-krizan-microzahn

📄 Master’s Capstone:

U.S. Health Insurance Cost Trends (2000–2023) [PDF]

🌐 GitHub: S2X Repository

Sioux Falls, SD

Want the full S2T + Python examples as PDFs?
Download them below or scan the QR on my card at SAS Innovate 2026.

📥 Download All 3 Examples (GitHub)