ENTERPRISE AI · FINANCIAL SYSTEMS · SOFTWARE MODERNIZATION

Enterprise AI,
engineered for production.

We help financial services and enterprise teams modernize complex software, automate knowledge-intensive workflows, and deploy secure AI solutions that are reliable, observable, and ready for real-world use.

Book a discovery call Explore our services
JavaSpringKafkaClaudeRAGAI Agents
Production intelligence layer
Enterprise systems APIs · Docs · Events
Secure AI orchestration Claude · RAG · Agents
Business outcomes Decisions · Automation
11+years in enterprise software
10M+daily transactions supported
1→11engineering team scaled

WHAT WE DELIVER

AI services built around measurable outcomes.

From strategy to production, we combine AI architecture with deep enterprise engineering experience.

01

AI Strategy & Readiness

Identify high-value use cases, assess risks and data constraints, and define a pragmatic roadmap from experiment to production.

  • Use-case discovery
  • Architecture and governance
  • Proof-of-concept planning
02

Secure RAG & AI Agents

Build assistants and workflow agents grounded in your data, integrated with your systems, and controlled through clear permissions and human oversight.

  • Enterprise knowledge assistants
  • Workflow automation
  • Tool and API integration
03

Java Modernization with AI

Accelerate understanding, testing, documentation, and modernization of complex Java platforms with AI-assisted engineering workflows.

  • Legacy code assessment
  • Test and documentation recovery
  • Spring and architecture modernization
04

AI Evaluation & Production Engineering

Turn prototypes into dependable services through evaluation, observability, security testing, latency optimization, and cost controls.

  • Quality and hallucination testing
  • Observability and auditability
  • Performance and cost optimization

WHERE WE ARE STRONGEST

Built for complex, regulated, and high-reliability environments.

Our foundation is enterprise software engineering—not generic automation. That changes how AI solutions are designed, secured, tested, and operated.

01

Banking & Payments

Experience with real-time payment authorization, banking integrations, transaction processing, reliability, and operational performance.

02

Enterprise Java

Java, Spring, Apache Camel, Kafka, Netty, microservices, DDD, hexagonal architecture, testing, CI/CD, and cloud-native delivery.

03

Applied AI

Claude-powered applications, retrieval-augmented generation, agentic workflows, structured evaluation, and secure enterprise integration.

04

Technical Leadership

Architecture decisions, team growth, technical mentoring, engineering standards, delivery under pressure, and stakeholder alignment.

HOW WE WORK

A practical path from idea to production.

01

Discover

Clarify the business problem, users, data, risks, constraints, and success metrics.

02

Design

Define the target architecture, model strategy, integrations, controls, and evaluation plan.

03

Build

Create a focused solution using production-oriented engineering standards from day one.

04

Evaluate & Scale

Measure quality, security, latency, and cost before controlled rollout and continuous improvement.

ABOUT PATRIX AI

Deep engineering experience, applied to the next generation of enterprise software.

Patrix AI was founded by a senior Java backend engineer and technical leader with more than 11 years of experience in banking, payment systems, enterprise architecture, and high-throughput platforms.

Our ambition is simple: help organizations adopt AI without compromising the engineering discipline required by critical systems.

English & French delivery Europe-based Founder-led engagements

START A CONVERSATION

Bring us a complex problem.

Tell us what you want to improve, what systems are involved, and what a successful outcome would look like. We will respond with a practical next step.

hello@patrixai.com Bucharest, Romania · Serving clients across Europe