AI-Driven Re-engineering Services
Transform your legacy systems with our specialized AI methods - from software modernization to electronics reconstruction.
Proven foundations for modern web products
Three Pillars of AI-Driven Re-engineering
Our comprehensive approach combines cutting-edge AI techniques to modernize legacy systems across software, firmware, and electronics domains.
Software Re-engineering with AI
Advanced software modernization using ML-guided fuzzing, binary code similarity, and LLM-assisted refactoring for legacy system transformation.
Key Benefits
- 78% reduction in maintenance costs
- 96% code similarity matching accuracy
- Zero-downtime migration capabilities
Firmware & MCU Modernization
Intelligent firmware analysis and modernization using machine learning for embedded systems and MCU re-engineering.
Key Benefits
- 92% firmware function identification rate
- 65% faster ECU development cycle
- 100% regulatory compliance achieved
Electronics & PCB Re-engineering
Computer vision-powered PCB reconstruction and non-destructive analysis for electronics reverse engineering and modernization.
Key Benefits
- 98.5% component identification accuracy
- 85% reduction in reverse engineering time
- Complete schematic recreation achieved
AI Audio Localization for IoT
Neural sound source localization models running on edge microcontrollers — TensorFlow Lite acoustic pipelines for spatial sensing on resource-constrained IoT devices.
Key Benefits
- Edge inference under 1MB RAM footprint
- Real-time direction-of-arrival estimation
- Battery-optimized for always-on devices
Protocol Decoding via LLM
Decoding and semantic understanding of microprocessor bus protocols (SPI, I²C, UART, CAN) from logic-analyzer traces using large language models.
Key Benefits
- 90%+ automated field identification
- Hours of manual analysis reduced to minutes
- Reusable, documented protocol models
Telegram Bots & Mini Apps
End-to-end Telegram development — conversational bots, WebApp / Mini Apps, payments, and third-party service integrations.
Key Benefits
- Rapid MVP to production in weeks
- Cross-platform via Telegram client
- Scalable bot infrastructure
Rust Embedded Development
Memory-safe bare-metal firmware in Rust — no_std, RTIC, embedded-hal drivers, and cross-compilation for ARM Cortex-M and RISC-V targets.
Key Benefits
- Memory safety without a garbage collector
- Catch bugs at compile time, not in the field
- Performance parity with hand-written C
SAP CPI / Integration
SAP Cloud Platform Integration (CPI) — iFlow development, SAP S/4HANA & BTP integration, message mapping, and reliable API orchestration.
Key Benefits
- Reliable enterprise system orchestration
- Reduced integration time-to-value
- Transparent monitoring & alerting
Applied AI for Legacy System Modernization
We combine state-of-the-art machine learning, computer vision, and natural language processing techniques to analyze, understand, and modernize complex legacy systems that traditional approaches cannot handle effectively.
Machine Learning Core
Advanced ML models for code analysis, similarity detection, and pattern recognition.
Computer Vision
Sophisticated visual analysis for electronics and PCB reconstruction tasks.
LLM Integration
Large Language Models for intelligent code refactoring and transformation.
Ready to Transform Your Business with AI?
Join hundreds of companies that have already revolutionized their operations with our AI-driven re-engineering solutions.
Trusted by leading companies worldwide
Email Us
nikflipflop@gmail.com
Call Us
+380-50-97-38-170
Visit Us
Bannyi Lane, 1
Kharkiv, 61000, Ukraine