Enterprise AI, Computer Vision & Embedded IoT Engineering

From custom PCB design and edge inference runtimes to enterprise RAG architectures and high-availability cloud infrastructure—we engineer production systems with 100% IP transfer.

01 Predictive & Generative Systems

Artificial Intelligence & Machine Learning

Empower your operations with production-grade automation and predictive intelligence. Our AI architectures analyze historical and real-time operational streams to uncover anomalies, automate complex workflows, and power domain-specific enterprise assistants.

Key Capabilities

  • Predictive Analytics & Forecasting
  • Natural Language Processing (NLP)
  • Enterprise RAG & GenAI Agents
  • Recommendation & Decision Engines
TensorFlow PyTorch Llama 3 & DeepSeek OpenAI APIs Python
02 Hardware, Firmware & Telemetry

End-to-End IoT Engineering

Bridge physical assets and cloud intelligence. We design custom PCBs, program microcontrollers and Single Board Computers (SBCs), develop bare-metal and RTOS firmware, and build high-throughput cloud telemetry platforms.

Key Capabilities

ESP32 / STM32 SBCs & Gateway Hardware KiCad / Altium Embedded C++ / Rust AWS IoT Core & Azure
03 Edge & Cloud Visual Intelligence

Computer Vision Engineering

Turn live camera feeds into deterministic operational events. We engineer sub-50ms computer vision pipelines that detect defects, track assets, verify PPE compliance, and automate quality control on edge GPUs or cloud clusters.

Key Capabilities

  • Real-Time Video Analytics
  • Object Detection & Tracking
  • Industrial OCR & Barcode Reading
  • Automated Visual Defect Inspection
OpenCV YOLOv8 / YOLO11 TensorRT NVIDIA DeepStream
04 Full-Stack & SaaS Architecture

Product Engineering

Transform complex operational requirements into resilient, multi-tenant software products. Our engineering teams own the full delivery lifecycle—from system architecture and API design to web, mobile, and legacy modernization.

Key Capabilities

  • Full-Stack Web & Mobile Apps
  • Rapid PoC & MVP Engineering
  • Legacy System Modernization
  • API & Microservices Architecture
React / Next.js Node.js Java / Spring Boot Flutter
05 Multi-Region Infrastructure & SRE

Cloud & DevOps Engineering

Engineer high availability, zero-downtime deployments, and predictable cloud spend. We architect multi-region cloud environments, automate CI/CD pipelines, and codify infrastructure for security and compliance.

Key Capabilities

  • Cloud Architecture & Migration
  • CI/CD Pipeline Automation
  • Infrastructure as Code (Terraform)
  • Kubernetes & Container Orchestration
AWS / Azure / GCP Docker & Kubernetes Terraform GitHub Actions / GitLab CI
06 Lakehouses & Streaming Pipelines

Data Analytics & Engineering

Transform siloed operational telemetry into a unified, query-ready source of truth. We build fault-tolerant ETL/ELT pipelines, cloud data lakehouses, and real-time executive analytics dashboards.

Key Capabilities

  • Cloud Data Warehousing
  • Automated ETL/ELT Pipelines
  • Executive BI & Reporting
  • Real-Time Stream Processing
Snowflake / Redshift Apache Spark PowerBI / Tableau Apache Kafka
Technical Delivery FAQ

Frequently Asked Questions

How we scope, architect, and hand over production AI, vision, and embedded systems for enterprise teams.

Have a specific architecture constraint?

Share your latency targets, hardware BOM, or VPC security requirements directly with our principal engineers for a 48-hour feasibility breakdown.

Ask a Solutions Architect
Our initial consultation focuses on auditing your operational bottlenecks, latency targets, and existing IT/OT infrastructure. Within 48 hours of scoping, our solutions architects deliver a concrete reference architecture and recommended stack—balancing accuracy, edge vs. cloud inference cost, and long-term maintainability.
Book Scoping Call
WhatsApp
Call