KVAI Consulting — AI & Monitoring

Our Services

☁️ Infrastructure & Strategy: Cloud & AI Audit

Service 1: Private & Hybrid Cloud

On-prem and hybrid cloud deployment with OpenNebula, VMware, Kubernetes. Cost reduction and data sovereignty.

OpenNebula · VMware · K8s

Service 2: AI-Readiness Audit

AI readiness assessment and implementation roadmap. Quick wins with CRISP-DM, MLflow.

CRISP-DM · MLflow · Jupyter

🤖 AI Solution Development

Service 3: ML Agents

Intelligent agents for finance, support & logistics. Automation of routine tasks.

PyTorch · LangChain · LLM

Service 4: Custom AI Tools

Analytical dashboards, APIs, containerized solutions tailored to business workflows.

Streamlit · FastAPI · Docker

🖥️ IT Infrastructure & Monitoring

Service 5: Self-Service IaaS Portal

VM and network provisioning via UI, integrated with vCenter/Hyper-V. 3-5x faster allocation.

React · Terraform · REST API

Service 6: Monitoring & AIOps

AI-powered monitoring with failure prediction. Reduces MTTR and prevents incidents.

Prometheus · Grafana · AIOps

📚 Learning & Documentation

Service 7: Employee Learning Portal

AI corporate learning platform on fine-tuned LLMs. Q&A bot for onboarding.

LLM · RAG · FastAPI

Service 8: AI Documentation Generator

Automated generation of reports, instructions and regulations. 5x faster document preparation.

Jinja2 · LaTeX · LLM

🔍 Document Recognition & Security

Service 9: Document Recognition

OCR solution for automatic data extraction from receipts and invoices. Reduces manual entry by 90%.

Tesseract · LayoutLMv3

Service 10: Web Application Security Assessment

AI-enhanced security audit based on OWASP. Vulnerability detection and compliance roadmap.

OWASP ZAP · Burp Suite · AI modules

🌏 Supplier Intelligence & Industrial AI

Service 11: Chinese Supplier Recommendation

AI-driven discovery and verification of Chinese suppliers. Reputation analysis, certificate validation.

Scrapy · NLP · ML classifiers

Service 12: Industrial Robotics

Industrial automation with robots and AI. Workflow optimization, workplace safety.

YOLOv8 · OPC UA · MQTT

Full Observability Monitoring Platform

Unifying metrics, logs and traces in a single ecosystem

One Window Principal

Single pane of glass — all metrics and dashboards in one Grafana interface.

Logging System

Centralized log aggregation and full-text search via Kibana and Logstash.

Java Compatibility

Seamless Java compatibility with OpenTelemetry and Skywalking agents.

Opensource

No license restrictions, full customization freedom.

5 types of monitoring in one window

Type 1 — Network

Network and traffic monitoring, hardware availability, Trap receiver (SNMP 162)

Type 2 & 3 — Infra & Application

Metrics for VMs, Postgres, Nginx, MongoDB, Redis, RocketMQ, JVM

Type 4 — Business Metrics & Logs

Smart log parsing, single aggregation point, application troubleshooting

Type 5 — APM

Request tracing, Java compatibility, end-to-end transaction visibility

One Window for Alerts

Admin Role — Golden Alerts

Critical alerts: service outage, VM crash, disk space exhaustion. Only superadmin can configure, no one can disable.

Application Admin

Application-level alert tuning, Editor role, full team autonomy.

Monitoring Architecture

Three-zone architecture: DMZ, INT PROD, INT INFRA → Grafana

Zone 1 — DMZ

Gateway 1: Nginx, Zabbix Proxy, Vector, VM Agent, Kafka

Zone 2 — INT PROD

Gateway 2: Nginx, Zabbix Proxy, Vector, VM Agent, Kafka

Zone 3 — INT INFRA

LibreNMS · Zabbix · TimescaleDB · VictoriaMetrics · Kibana · Logstash · Skywalking · OpenTelemetry

Grafana — Dashboard & Alerting System: UI + AlertManager

Agents: SNMP · Prometheus Exporter · Zabbix Agent · FileBeat · APM Agent · Synthetic Monitoring

Implementing AI with Intelligence

Industries, Departments & Processes

🏭 Industries

👥 Departments

⚙️ Processes