# MacroDataWare: Comprehensive Technical & Architectural Documentation

## 1. Executive Summary
MacroDataWare is a systems engineering firm developing sovereign industrial control software and embedded analytics. The core philosophy is "Compute where the data lives. Control where the metal is." Industrial systems (power grids, pipelines, water treatment) are increasingly exposed to network latency, cloud dependencies, and WAN vulnerabilities. MacroDataWare replaces cloud telemetry round-trips with edge-native, memory-bounded, formally verifiable software.

Operational Hubs: Vaduz (CET) and Panama City (EST).
Website: https://macrodataware.com

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## 2. Operating Doctrines

1. **A Late Command is a Failed Command (Timing & Execution)**: Dynamic heap allocation is eliminated from the hot path. Actuator loops hold execution jitter under 10 microseconds.
2. **Never Round-Trip to Answer a Local Question (Data Sovereignty)**: Analytics execute directly on the edge node or inside the client application using an embedded columnar engine. Raw data never crosses external networks.
3. **Failures Must Fall Inward (Sovereign Safety)**: When WAN or satellite links drop, systems drop into verifiable local safe states with zero reliance on cloud heartbeats.
4. **Compile-Time Elimination of Runtime Hazards (Verification)**: Systems are built in verified, no-std Rust, ensuring affine type guarantees and strict memory limits checked before execution.

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## 3. Product Breakdown

### SciBor: Analytics Compute & Real-Time Visualization Platform
* **Architecture**: Embedded in-process columnar database and streaming query engine.
* **Technology Stack**: Apache Arrow columnar layout, Differential Dataflow (DBSP) incremental view maintenance, WebAssembly (WASM) plugin sandboxing.
* **Key Metrics**: Sub-microsecond query latencies, 120 FPS windowed visualization, zero cloud data egress.
* **Use Cases**: Synchrophasor analysis, clinical diagnostic monitors, autonomous robotics telemetry.
* **Documentation**: https://macrodataware.com/solutions/data-analytics/

### RooTrust: Hard Real-Time SCADA Command & Control Platform
* **Architecture**: Deterministic microkernel for industrial control.
* **Technology Stack**: Verified no-std Rust, hardware-enforced cryptographic sequence counters, optical data diode integration.
* **Key Metrics**: Sub-10-microsecond loop jitter, autonomous 30-day WAN disconnect survival, zero heap fragmentation.
* **Use Cases**: Substation protection (IEC 61850), remote pipeline valve actuation, municipal reservoir water management.
* **Documentation**: https://macrodataware.com/solutions/scada/

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## 4. Engineering Whitepapers & Specifications

1. **The Illusion of the Air-Gap (Dispatch #26-03)**: Investigates IEC 61850 substation LAN vulnerabilities caused by maintenance laptops bridging networks to cellular links. Proposes hardware-enforced sequence counters to stop GOOSE spoofing and optical data diodes for egress.
2. **Surviving the Great Disconnect (Dispatch #26-02)**: Designing SCADA systems for 30-day satellite blackouts across remote pipelines using non-volatile circular buffers and autonomous pressure gradient divergence shut-in logic.
3. **Predicting Transformer Thermal Runaway (Dispatch #26-01)**: Using sub-cycle synchrophasor measurements (IEEE C37.118) at 120 FPS to detect inter-turn winding degradation 48-72 hours before dissolved gas analysis (DGA) alarms fire.
4. **The European NIS2 Directive (Dispatch #25-11)**: Technical compliance with Articles 21 and 23 of the EU NIS2 Directive, automating incident detection within 24 hours and tracking embedded firmware SBOMs.
5. **Client-Side Incremental View Maintenance (Dispatch #25-10)**: Embedding DBSP Z-sets and Apache Arrow inside client binaries to compute rolling analytics in O(Δ) time without repetitive SQL full scans.
6. **Practical no-std Rust in Industrial Control (Dispatch #25-08)**: Techniques for zero-allocation circular buffers and boot-time lookup tables to guarantee sub-10-microsecond jitter.

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## 5. Site Directory & Sitemaps
* Homepage: https://macrodataware.com/
* Solutions Overview: https://macrodataware.com/solutions/
* SciBor Platform: https://macrodataware.com/solutions/data-analytics/
* RooTrust SCADA Engine: https://macrodataware.com/solutions/scada/
* Sectors & Industries: https://macrodataware.com/industries/
* Technology Architecture: https://macrodataware.com/technology/
* Engineering Insights: https://macrodataware.com/insights/
* About MacroDataWare: https://macrodataware.com/about/
* Contact & Operations: https://macrodataware.com/contact/
* Sitemap Index: https://macrodataware.com/sitemap-index.xml