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When AI PoC Evaluation Justifies Further Investment

The demo looked good. The sponsor approved moving forward. The team is now in production hardening. Nobody checked whether the evaluation was valid. This is how most AI initiatives move from experiment to investment without ever producing a decision.
  • Piotr Piotrowski
  • August 07
  • 9 min
  • PropTech
  • Software development

What Is the RESO Web API for Real Estate Development Teams?

The RESO Web API gives real estate platforms a standard way to exchange MLS data over REST and OData. This article explains how authentication, metadata, filtering, pagination, and sync workflows work in practice. It also shows where the RESO Web API fits into modern MLS integration projects and software architecture.
  • Tomasz Spiegolski
  • July 21
  • 32 min
  • Software development
  • Hicron's Expert View

How to Use AI Safely in Your Company

The primary AI risk in a software company comes from reconstruction, not from overnight data leaks into a public model. A language model can infer secrets from fragments your own teams never connected in one place. This article maps the real risks, the mitigations that work today, and the governance habits that keep human judgment at the center.
  • Piotr Piotrowski
  • July 17
  • 11 min
  • Hicron's Expert View
  • Software development

How Should Enterprises Govern Gen AI Before Scaling LLM Adoption?

Organizations deploying generative AI without structured governance expose themselves to data emergence risks, GDPR violations, and IP ownership gaps that traditional security controls cannot address. The risks compound across legal, competitive, and operational dimensions. This article provides a practical governance framework that gives enterprises control over their data before scaling AI adoption.
  • Piotr Piotrowski
  • July 13
  • 15 min
  • Software development
  • System Integration

What Is a Data Fabric: A Guide to Unified Data Integration

A data fabric is an architectural layer that connects data across the enterprise through active metadata, giving teams a unified view without physically consolidating everything into one place. This guide breaks down the core components, from data catalogs to virtualization and governance, and explains how the architecture differs from a data mesh and complements existing data lakes and warehouses. It also covers the main use cases, from analytics and compliance to real-time operations, AI pipelines, and M&A integration, along with the practical steps for building one in phases.
  • Tomasz Spiegolski
  • July 08
  • 31 min
  • Software development
  • Legacy Modernization

How Does Application Rationalization Optimize Your Portfolio and Reduce Technical Debt?

Application rationalization is the process of reviewing every application in your estate and deciding what to keep, retire, consolidate, or modernize. It brings structure to application portfolio management and ties each tool to real business value. Without a structured way to evaluate the portfolio, technical debt compounds quietly until it limits every modernization effort.
  • Tomasz Spiegolski
  • July 06
  • 24 min
  • Software development
  • Hicron's Expert View

How RAG Architecture Changed: From PDF Chatbots to Context Engineering

Naive RAG built on vector search and mechanical chunking is now an antipattern in production systems. The question has shifted from which vector database to choose to how to deliver the right context from the right source with the right controls. This article explains what drove that shift and what a mature retrieval architecture looks like today.
  • Piotr Piotrowski
  • July 03
  • 14 min
  • Software development
  • Agile

How to Design an Agile Application Ecosystem Around Your ERP

An agile ERP ecosystem keeps the core system stable while allowing change through integrations, extensions, and specialized applications. This approach helps businesses scale faster, reduce risk, and improve data flow across operations. A well designed architecture supports modernization without disrupting critical enterprise processes.
  • Tomasz Spiegolski
  • June 29
  • 18 min
  • Software development
  • Hicron's Expert View

Formula Parsing Architecture for Domain Excel Add-Ins

Drawn from work on a production Excel add-in with custom domain functions, this article describes how string-based formula handling carried the first release, where it started to fail as the roadmap grew, and how a compiler-style pipeline with an abstract syntax tree restored roadmap velocity; turning features that previously required fragile string logic into localized tree operations.
  • Maciej Roszyk
  • June 25
  • 25 min
  • Software development
  • Hicron's Expert View

What Developers Should Focus on in the AI Era?

AI makes code cheaper to produce and judgment more valuable. This article argues that the modern developer should invest in business understanding, transferable concepts, and trade-off thinking; not in collecting languages and frameworks.
  • Maciej Roszyk
  • June 24
  • 8 min
  • Software development
  • Outsourcing

How On-Premises Requirements Drive Software Architecture

On-premises deployment remains a strict legal and operational requirement for many modern enterprises, forcing engineering teams to manually build the infrastructure conveniences normally provided by the cloud. This guide details how to architect, develop, and deliver robust on-premises software when public cloud hosting is strictly prohibited.
  • Monika Stando
  • June 17
  • 10 min
  • Software development
  • Outsourcing

How to Select a Software Vendor in 6 Weeks

A structured, six-week process removes most of the guesswork. The following plan walks you through each stage from defining the problem to signing the contract using frameworks designed to make your final decision mathematically defensible, not instinctive.
  • Monika Stando
  • June 16
  • 12 min

Testimonials

What our partners say about us

Hicron Software proved to be a trusted partner with unmatched technical expertise, delivering a scalable and user-friendly web application that was pivotal to our successful U.S. market expansion.

Mikko Hyvärinen
Director of Software Portfolio at iLOQ

Hicron’s contributions have been vital in making our product ready for commercialization. Their commitment to excellence, innovative solutions, and flexible approach were key factors in our successful collaboration.
I wholeheartedly recommend Hicron to any organization seeking a strategic long-term partnership, reliable and skilled partner for their technological needs.

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Günther Kalka
Managing Director, tantum sana GmbH

After carefully evaluating suppliers, we decided to try a new approach and start working with a near-shore software house. Cooperation with Hicron Software House was something different, and it turned out to be a great success that brought added value to our company.

With HICRON’s creative ideas and fresh perspective, we reached a new level of our core platform and achieved our business goals.

Many thanks for what you did so far; we are looking forward to more in future!

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Jan-Henrik Schulze
Head of Industrial Lines Development at HDI Group

Hicron is a partner who has provided excellent software development services. Their talented software engineers have a strong focus on collaboration and quality. They have helped us in achieving our goals across our cloud platforms at a good pace, without compromising on the quality of our services. Our partnership is professional and solution-focused!

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Phil Scott
Director of Software Delivery at NBS

The IT system supporting the work of retail outlets is the foundation of our business. The ability to optimize and adapt it to the needs of all entities in the PSA Group is of strategic importance and we consider it a step into the future. This project is a huge challenge: not only for us in terms of organization, but also for our partners – including Hicron – in terms of adapting the system to the needs and business models of PSA. Cooperation with Hicron consultants, taking into account their competences in the field of programming and processes specific to the automotive sector, gave us many reasons to be satisfied.

 

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Peter Windhöfel
IT Director At PSA Group Germany

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