ATX SOFTVISION / BUSINESS-FOCUSED SOFTWARE SOLUTIONS

Better software.
Stronger business.

We create intelligent software that helps businesses simplify operations, connect systems and serve customers better. Work directly with a senior engineer and architect.

Explore selected projects →Discuss a project
AI-Powered Semantic Search — natural language automotive product discovery
FEATURED WORK · AUTOMOTIVE SEARCHHelping customers find the right products, faster.

Natural-language product discovery for a catalog of 152,439 vehicle profiles.

152K+vehicle profiles~86%lower repeat-query latency
See the project →
AI-Powered Products ↗TravelMind.AI and practical AI-powered platforms Answers from Your Knowledge ↗Find reliable answers in your business documents Smarter Product Discovery ↗Help customers find what they need, faster Connected Business Systems ↗Streamline operations and connect essential workflows
01 / AI PRODUCTS

Built products. Not just slide decks.

Explore working software and practical prototypes built around real user workflows.

FEATURED PRODUCT · FUNCTIONAL DEMO

TravelMind.AI

An AI travel concierge for agencies — from natural-language holiday requests to relevant catalog recommendations.

  • Conversational discovery of destination, budget and travelers
  • Offer catalog with search and structured filters
  • Group pricing and clear demo / verification labels
  • Agency-specific access and catalog separation
Request a demo ↗View screenshots

Current status: functional demonstration. Offers shown are illustrative or unverified; live availability and booking are not claimed.

TravelMind.AI · Concierge
02 / APPLIED AI

RAG systems that connect AI to your knowledge.

Practical retrieval-augmented generation backed by a documented implementation: dense semantic search, BM25, reciprocal rank fusion, cross-encoder reranking and grounded response controls.

01

Document intelligence

Question answering over complex documents using hybrid dense and keyword retrieval, reranking and explicit handling when source evidence is insufficient.

Document ingestionChunkingCitations
02

Knowledge assistants

Role-aware assistants for support teams, operations and specialist workflows, combining retrieval with controlled conversation logic.

RAGAccess controlLLM orchestration
03

Semantic catalog search

Find relevant products and entities even when users describe needs imprecisely, with embeddings, metadata filters and relevance ranking.

Vector searchQdrantHybrid retrieval
Business data→Index & retrieve→LLM + context→Grounded answer

These are solution capabilities and architectural approaches; individual customer deployments and performance depend on scope and data quality.

services

AI capabilities, backed by software engineering

We combine language models, retrieval, data platforms and backend architecture to build usable, maintainable solutions.

AI assistants, RAG & semantic search

Grounded answers over private knowledge bases, conversational assistants and natural-language search across large product catalogs. Designed with source awareness, access boundaries and practical evaluation in mind.

OpenAI APIVector embeddingsQdrantRedisRAGLangGraphPython / FastAPI

Backend architecture

Systems built on microservices, API management, and message queues, designed to hold up when data volume grows tenfold.

.NET CoreRabbitMQgRPC

Cloud & DevOps on Azure

Migration, scaling, and monitoring, backed by Azure certifications from Fundamentals through Solutions Architect Expert.

AzureGrafanaPrometheus

E-commerce & ERP platforms

Order, pricing, and inventory modules integrated with external suppliers through ETL pipelines, dashboards, and reporting built for product teams.

OracleGraphQLTypeScriptAngular

Legacy modernization

Oracle administration and optimization, incremental refactoring, without taking down a system that's still generating revenue.

Oracle PL/SQLETL

Technical leadership

Code review, agile planning, and team coordination for on-time delivery, without process overhead.

AgileCode review
04 / SELECTED PROJECTS

Real engineering. Measurable outcomes.

A selection of hands-on engineering projects across AI, distributed .NET systems and enterprise software. ATX SoftVision is an independent consultancy: clients collaborate directly with a senior software engineer and architect.

ATX SoftVision AI-powered semantic automotive search project thumbnail
01 / AI + .NET

AI-Powered Semantic Search

Natural-language vehicle and automotive parts discovery, built with ASP.NET Core, OpenAI embeddings, Qdrant and Redis. A multi-stage retrieval pipeline combines parsing, inference and vector search.

152,439 vehicle profiles · repeated-query latency reduced from ~1.1s to 150ms

C# / .NETOpenAIQdrantRedis
Discuss a similar solution →
ATX SoftVision Advanced RAG Engine with hybrid retrieval and grounded AI
02 / AI ENGINEERING

Advanced RAG Engine

Modular document retrieval and grounded answer generation using dense semantic search, BM25, Reciprocal Rank Fusion, cross-encoder reranking and evidence-aware response controls.

Hybrid retrieval · reranking · grounding guardrails

PythonFastAPIpgvectorLLM
Discuss a RAG project →
ATX SoftVision enterprise e-commerce microservices architecture thumbnail
03 / .NET ARCHITECTURE

Enterprise E-Commerce Microservices

Distributed e-commerce services for orders, products, pricing and stock, integrating supplier data and enterprise business workflows with asynchronous messaging and service-to-service communication.

Microservices · API gateway · asynchronous integration

.NET CoreRabbitMQgRPCOracle
Discuss architecture consulting →
ATX SoftVision enterprise inventory optimization across more than 90 warehouses
04 / ENTERPRISE SOFTWARE

Enterprise Inventory Optimization

Stock replenishment and optimization workflows for a network of more than 90 warehouses, with automated calculations and external supplier integrations.

90+ warehouses · approximately 25–30% improvement in stock availability

.NETOracleEnterprise Integration
Discuss enterprise development →

Additional enterprise experience

ERP, fleet management and property technology projects further demonstrate experience with business-critical systems and integrations.

05 / ENTERPRISE

Integrated ERP platform

6 modules
finance, product, warehouse, marketing, stock, customs

A full ERP platform: financial analysis and what-if modeling, product KPIs, marketing promotions and budgets, stock reservations and overstock management, plus e-commerce data — all under one roof.

Angular JSOracleBootstrap
06 / ENTERPRISE

Fleet management platform

300+
corporate accounts served

Replaced a manual phone-and-email ordering process previously run by a team of 20, with a web platform featuring GPS tracking and a dedicated iOS app.

ASP.NETjQueryiOS
07 / PROPTECH

Cauta-Imobil.ro

AI property search
Listings · viewings · feedback · multilingual

A real-estate platform for property owners, agencies and buyers. Users can search listings in natural language using OpenAI embeddings and PostgreSQL pgvector, or browse with traditional filters and maps. Owners and agencies can create and manage sale or rental listings, upload photo galleries and track activity in a dashboard. Visitors can request viewings without an account; owners can confirm appointments, manage their status and use WhatsApp-based notifications. Post-viewing ratings and feedback add transparency. The interface supports Romanian, English, German, French and Hungarian.

Angular 17ASP.NET Core 8PostgreSQL + pgvectorOpenAI embeddingsWhatsApp / TwilioSignalR

Explore Cauta-Imobil.ro ↗

Additional ATX SoftVision product: AdmitereRO — AI-powered university admissions (44+ universities and 360+ programs documented in the portfolio).

about

Engineering-led, AI-native by design

ATX SoftVision is an independent software engineering practice active since 2013. Our portfolio combines enterprise software delivery with hands-on AI products, semantic search, university admissions and advanced RAG systems.

We favor data-heavy systems, integrations with external suppliers, and teams that need a technical partner who can design the architecture, write the code, and mentor the team at the same time.

Certifications
  • Azure Solutions Architect ExpertMicrosoft
  • Azure Developer AssociateMicrosoft
  • Azure Administrator AssociateMicrosoft
  • Azure AI FundamentalsMicrosoft
  • Azure FundamentalsMicrosoft
  • Oracle Database 10g AdministratorOracle
contact

Let’s build something useful with AI.

Interested in TravelMind.AI, a private-knowledge RAG assistant, or a custom software platform? Tell us what you need.

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Share your use case, the information your system should work with and what a successful first demo would look like.

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