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Case studies

Systems in production, documented honestly.

Engineering case studies from KOVUX: AgriPen, HydroPlus, ERP Architecture, Tataco AI and FiveM Infrastructure — problem, architecture, decisions and measured results.

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Studies
5
Domains
AI · IoT · ERP · Cloud
Deepest detail
Architecture + decisions
Measured
Every engagement
Artificial Intelligence2025Live

AgriPen

An offline-capable AI advisor that turns field photographs and sensor readings into concrete agronomic decisions for smallholder farms.

  • React
  • FastAPI
  • PyTorch
  • PostgreSQL
  • Docker
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IoT & Telemetry2025In production

HydroPlus

A telemetry and control platform for distributed water infrastructure, built around event streams, hard alarm guarantees and long-horizon data retention.

  • React
  • Node.js
  • TimescaleDB
  • MQTT
  • Docker
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Enterprise Systems2024In production

ERP Architecture

A modular ERP replacing a spreadsheet-driven operation, built around a domain model that can absorb a decade of process change.

  • React
  • Node.js
  • PostgreSQL
  • Docker
  • RBAC
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Artificial Intelligence2025Live

Tataco AI

A grounded conversational layer over private company knowledge, engineered so that every answer can be traced back to a source document.

  • React
  • FastAPI
  • pgvector
  • PostgreSQL
  • Docker
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Cloud & Infrastructure2024Live

FiveM Infrastructure

Hardened, automated infrastructure for high-concurrency multiplayer servers, where a single unmitigated attack ends a community.

  • Docker
  • Node.js
  • PostgreSQL
  • Ansible
  • Prometheus
Read the case study