Intelligence, Engineered.
Driven by Data.
Kongtek is a specialist data and AI consultancy. We design and implement production-grade data management, machine learning operations, and AI systems that drive measurable business outcomes.
Advisory & Technical Consulting for the Data-Driven Enterprise
Kongtek.io is a Melbourne-based data and AI consultancy specialised in Data and AI consulting.
We provide end-to-end advisory and technical consulting, including data warehousing strategy and pipeline architecture, production ML systems, and AI product development.
Our work spans enterprises and startups alike, helping organisations improve data quality, operationalise machine learning, and build AI products that deliver real business outcomes.
Client Outcomes That Speak for Themselves
HealthTech AI — Booking and Scheduling
Designed and launched a healthtech AI product delivering voice-based clinical appointment booking. Built the full data and ML pipeline from ingestion to inference, operationalised with monitoring and continuous deployment.
Enterprise Data Management & Warehousing Advisory
Advised a large organisation on data warehousing strategy and implemented solutions to improve data quality across R&D. Delivered architecture that enhanced ML model operations and drove measurable business outcomes.
What We Deliver
End-to-end advisory and hands-on engineering across the data and AI lifecycle — from strategy through to production systems.
DataOps Consulting
Data warehousing strategy, pipeline architecture, and data quality frameworks. We design data management solutions that form the foundation for reliable ML operations.
AIOps & Monitoring
Operational intelligence for AI systems. We implement monitoring, alerting, and automated remediation to keep your ML models and data infrastructure performing at their best.
MLOps Engineering
Production machine learning pipelines, model versioning, feature stores, and CI/CD for ML. We operationalise your models so they deliver value continuously and reliably.
AI Product Advisory
Strategic guidance on AI product development — from feasibility assessment and architecture design to go-to-market technical strategy. We advise on what to build and how to build it right.
HealthTech AI Solutions
Our subsidiary delivers AI-powered products for healthcare, including voice AI for clinical appointment booking and patient engagement. Purpose-built for the health sector.
Trusted by Technical Leaders
"The consultant's expertise in data engineering and his strategic vision were key to building a robust cloud native data infrastructure that significantly enhanced our data capabilities."
"We brought Kongtek in to help operationalise our ML models. Their MLOps engineering was exactly what we needed with proper versioning, monitoring, and deployment pipelines."
"The AI product advisory from Kongtek helped us avoid costly custom development. Their expertise in AI product development was invaluable to lowering our no-show rates."
From the Practice
Why Most Data Warehousing Strategies Fail — And How to Fix Yours
Common patterns we see in enterprise data strategy engagements, and the architectural decisions that separate success from stagnation.
From Notebook to Production: An MLOps Maturity Framework
A practical framework for assessing where your ML operations stand today and what it takes to reach continuous, reliable model deployment.
Monitoring AI Systems in Healthcare: What's Different and Why It Matters
Healthcare AI systems demand a different monitoring approach. We break down the operational considerations for clinical-grade AI reliability.
Let's Talk About Your Data & AI Challenges
Whether you need DataOps strategy, MLOps engineering, or AI product advisory — we're ready to help your organisation turn data into outcomes.