Embedded AI for Your Developments
We provide production-grade AI engineers who integrate into your teams and deliver systems in real environments — aligned with your infrastructure, constraints, and goals.
Experience includes real-time fraud detection deployed within national-level financial infrastructure.
Trusted by leading organizations
The Challenge
AI Initiatives Fail Without the Right Expertise
Many organizations already know where AI could create value. The challenge is not ideas — it's execution.
Without the right expertise, AI initiatives remain stuck in early stages, disconnected from real systems and operational constraints.
As a result:
- Projects consume time and budget without delivering measurable outcomes
- Internal teams struggle to move beyond experimentation
- Expectations are shaped by simplified tools that do not reflect real-world complexity
AI in production environments requires more than models — it requires engineering, integration, and system-level thinking.
Our Approach
How We Work Inside Your Organization
We integrate directly into your teams and execute AI development as part of your existing systems and workflows.
Advisory
We support organizations in structuring AI initiatives, identifying opportunities, and defining realistic implementation paths.
For teams shaping direction before execution.
Embedded Experts
Our engineers work as part of your team — aligned with your systems, processes, and priorities.
Not external vendors. Integrated team members.
Flexible Team Structure
From individual specialists to full delivery teams, we scale based on your needs and project complexity.
Senior, mid, and specialized roles as required.
Execution in Real Systems
We build and deploy AI systems directly into real environments — not isolated prototypes.
Focused on working systems, not experiments.
Capabilities · Proven in High-Trust Environments
Where We Deliver Impact
Financial Systems
Fraud Detection
- Reduce fraud while maintaining instant payment performance
- Meet regulatory requirements with explainable AI decisions
Industrial Systems
Predictive Maintenance
- Eliminate unplanned downtime with real-time failure prediction
- Optimize production efficiency through intelligent monitoring
Enterprise AI
Knowledge & Decision Support
- Transform document chaos into actionable intelligence
- Scale expert decision-making across your organization
Field Intelligence
Computer Vision
- Automate asset inspection without disrupting operations
- Reduce material waste through vision-based quality control
Case Study
National-Level Payment Infrastructure
Fraud Detection & Real-Time Transaction Monitoring
99.97%
Detection accuracy maintained
<50ms
Average decision latency
Zero
Regulatory compliance issues
Challenge
Process millions of daily transactions with fraud detection that meets regulatory explainability requirements while maintaining instant payment performance.
Outcome
Production-grade AI system handling national payment infrastructure with real-time fraud scoring, full audit trails, and zero downtime since deployment.
Technology Stack
The engineering foundation behind production-grade AI
A battle-tested stack spanning real-time data, distributed systems, ML, and enterprise infrastructure.
Core Platform & Backend
- Java / Kotlin / Go / modern C++
- REST + gRPC API design
- Kafka / Pulsar / RabbitMQ
- GC tuning, memory pooling, lock-free structures
Real-Time Data & Streaming
- Apache Kafka / Redpanda / Pulsar
- Flink / Spark Structured Streaming / Kafka Streams
Data Modelling & Storage
- PostgreSQL / Oracle / CockroachDB
- Cassandra / Scylla / DynamoDB-class stores
- Redis / Aerospike
- ClickHouse / Timescale / Druid
Graph & Network Analysis
- Neo4j / TigerGraph / JanusGraph
- NetworkX, PyTorch Geometric, DGL
Machine Learning & Online Scoring
- Fraud and anomaly detection
- Real-time inference pipelines
Explainability & Governance
- SHAP / LIME / feature attribution
- Decision trace logging
DevOps / SRE / Infrastructure
- Kubernetes (production-grade)
- Helm / ArgoCD / Terraform
Differentiators
Why ArtFin
Engineers with Proven Track Record
Senior engineers with delivery experience in finance, industry, and regulated environments.
Production-Grade Only
Built for real environments where failure is not acceptable.
Embedded Teams
We operate inside your organization, not as external vendors.
System-Level Thinking
AI is an engineering problem, not just a modeling task.
Fintech Background
Deep experience in payments, banking, and regulated environments.
Partner With Us
Build AI That Actually Delivers Value to Your Business
Speak Directly With Us
Credentials
- ISO 9001:2015 certified & ISO 27001 in progress
- AWS, Kubernetes, and Azure certified engineers
- Partner satisfaction on Clutch: 4.9 / 5
SCALER Software Solutions Kft. · Reg. 13-09-186956 · Tax ID HU23597970
scalerageny.io/artfin