Varnix Technologies

Services

AI

Production AI/ML systems for healthcare, finance, telecom, e-business, transportation, and security — paired with the BI, Big Data, and Data Science foundation that makes AI initiatives actually deliverable. We run every use case through the same discipline we use in banking: a safe pilot with evaluation and oversight before anything touches production, not a demo that stalls at the proof-of-concept stage.

Production AI/ML, not demos

Approach

Healthcare, finance, telecom & more

Industries

BI, Big Data, Data Science

Foundation

24/7 platform management

Operations

Why it matters

Decisions backed by data, not gut feel.

Automation that scales without proportional headcount growth.

Fraud and risk caught before it costs you, not after.

A data foundation ready for the next AI use case, not just this one.

Capabilities

AI & Machine Learning

Model-driven capabilities, scoped to a single measurable use case before anything scales.

  • Advanced real-time analytics, data mining, and prediction
  • Natural language processing, text analysis, voice recognition
  • Computer vision, video processing, and image recognition
  • Fraud and risk detection, credit scoring
  • Chatbots, self-service, and virtual assistants
  • Robotic process automation (RPA)

BI, Big Data & Data Science

The data foundation an AI initiative actually needs before a model is worth trusting.

  • Predictive analytics across industries using statistical analysis and machine learning
  • Data ingestion, processing, and migration to Big Data platforms
  • BI & DWH: consulting, architecture design, ETL development
  • 24/7 application management & operations for analytics platforms

Safe Deployment & Governance

The same evaluation and oversight discipline we apply to regulated banking AI pilots, applied here.

  • Use-case and risk screening before any pilot starts
  • Evaluation and hallucination/accuracy testing, not just a demo walkthrough
  • Logging, human oversight, and a defined path from pilot to production
Company-wide AI governance: EU AI Act and ISO/IEC 42001 →

AI success stories

Live in ~7 weeks

CLUB ALL IN: a members-only platform for a Vienna business club, live in 7 weeks

Naira Zargarian — CLUB ALL IN

Query times –70%

Next-Generation Data Warehouse (DWH) Implementation

Client under NDA

90%+ reports automated

BI Reporting Implementation

Client under NDA

Frequently asked questions

From the blog

Written by the people doing the work

All articles →
AI9 min read

The EU AI Act and ISO/IEC 42001: what a bank has to do, and by when

Dmitriy S., AI governance lead

The AI Act sets what the law asks of a bank's AI; ISO/IEC 42001 sets how to run it. What applies today, what changes on 2 December 2026, and what credit scoring needs by December 2027, and how one piece of work covers both.

Read the article →

More AI from Varnix

Three specialized offers

Private AIModels on your own servers for meeting minutes, forecasting and documents. Data never leaves the network.See Private AI →AI Governance & SecurityAn AI register, risk tiers and controls for the EU AI Act and ISO/IEC 42001. Fixed price from 16 scoping questions.See AI Governance →AI assistantAnswers about your own systems, with buttons to the right screen and each user's own rights. Running in our four business systems.See the AI assistant →

See how we'd run this as a CORE engagement

How We Work