Veronika Petrenko

Veronika Petrenko

Tech Researcher
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About the author

A creator with a knack for transforming complex tech concepts into engaging and easy-to-read stories. My goal is to make the IT world accessible to everyone, bringing clarity and fresh insights.

Off the page, an avid book and plant lover, gaming enthusiast, and globetrotter.

How to Build Production-Grade AI Systems: Complete Development Process
19 February 2026
How to Build Production-Grade AI Systems: Complete Development Process

Building production-grade AI systems requires proper architecture, domain expertise, and understanding of RAG, AI agents, and multimodal capabilities. This guide covers the complete enterprise development process. Highlights: * Production-grade AI needs proper architecture planning since most AI projects fail due to a poor implementation strategy. * AI agents automate complex multi-step workflows that previously required multiple systems and manual coordination. * RAG systems ground A

Custom EHR/EMR Development: What to Build, What It Costs & Why It Matters
13 February 2026
Custom EHR/EMR Development: What to Build, What It Costs & Why It Matters

Enterprise EHR/EMR systems often deliver clunky interfaces that don't match your workflows. This guide covers custom EHR/EMR development: essential features, compliance requirements, costs, and implementation strategies. Highlights: * Over 70% of physicians report that EHR systems contribute to burnout, according to research. * Basic EMR development starts at $120,000, which is often 3–5 times less than annual licensing fees for enterprise solutions. * Properly designed EMR systems re

Custom EHR for Private Practices: Why Small Clinics Can't Rely on Epic
3 February 2026
Custom EHR for Private Practices: Why Small Clinics Can't Rely on Epic

This guide explores why small practices need Epic EHR alternatives, why they pay for hospital bed management software they'll never open, how much your practice wastes funding on hospital infrastructure for small volumes, and how to finally pay only for what you actually need. Highlights: * Based on our experience, small practices use only 20–30% of enterprise EHR features while paying full costs. * Custom EHR development reduces technology costs by up to 60% over five years. * Solo p

From ChatGPT Plugin to Full Browser: Preparing Your Web App for Atlas & AI-Native Browsers
3 February 2026
From ChatGPT Plugin to Full Browser: Preparing Your Web App for Atlas & AI-Native Browsers

The web application landscape is splitting into two categories: those built for AI agent interactions and those that aren't. Companies prepared for AI-native browser development workflows will capture market share while others scramble to catch up. Highlights: * The AI browser market is projected to reach $76.8 billion by 2034, growing at a 32.8% CAGR from $4.5 billion in 2024. * Chrome's 65% market dominance faces its first serious challenge since Firefox, as AI-native browsers gain t

Software Grant Writing Services: Preparation Guide That Actually Works
14 January 2026
Software Grant Writing Services: Preparation Guide That Actually Works

Discover how expert grant proposal writing services transform technical innovation into winning grant proposals, helping software teams secure non-dilutive funding while maintaining 100% equity control. Highlights: * Grant approval rates typically range from 10–20%, but properly prepared applications achieve 3x higher success rates. * Software companies that secure grant funding retain 100% equity compared to giving up 10–20% to traditional investors. * Government programs like Canada

How to Build an AI Integration Roadmap That Aligns Tools with Business Goals
4 December 2025
How to Build an AI Integration Roadmap That Aligns Tools with Business Goals

This comprehensive guide reveals how to create an AI business strategy that delivers measurable results while avoiding the costly failures that plague 95% of AI implementations. Highlights: * 78% of organizations now use AI in at least one business function. * Only 26% of companies have developed the necessary capabilities to move beyond PoC and generate tangible value * 95% of AI pilots at companies are failing, according to recent MIT research. The AI revolution promises to transf

Think Wisely When Using AI: When You Can, When You Can't, and Why It Matters
3 February 2026
Think Wisely When Using AI: When You Can, When You Can't, and Why It Matters

Most companies struggle with AI implementation, while others gain significant competitive advantages. Understanding when to use AI in business is crucial. The key? Custom AI solutions designed for their specific business reality. Highlights: * Only 26% of companies move beyond AI proofs of concept to generate tangible value. * 42% of businesses scrapped the majority of their AI initiatives due to implementation failures. * Strategic AI implementation requires balancing immediate gains

Website Migration to Webflow: A Complete Business Guide Based on Real Experience
3 February 2026
Website Migration to Webflow: A Complete Business Guide Based on Real Experience

The wrong website migration approach could cost you months of lost rankings and thousands in recovery efforts. Discover the proven methodology successful businesses use to migrate a website to Webflow without losing traffic or performance. Highlights: * Webflow's user base surpassed 3.5 million worldwide, with $213 million in revenue generated in 2024. * Businesses consistently report significant increases in site sessions and organic search traffic after Webflow migration. * Migratio

EU AI Act: How New Regulations Change the Rules for Software Development
12 November 2025
EU AI Act: How New Regulations Change the Rules for Software Development

Building AI features without understanding AI regulations in the EU leads to expensive retrofitting later. Companies launching products in European markets face a choice: build with compliance from day one or redesign systems when deadlines hit. Highlights: * Fines reach up to €35 million or 7% of global annual turnover for serious violations. * High-risk AI systems face strict requirements starting August 2, 2026. * Retrofitting compliance costs 3–5 times more than building it in fro

Choosing Between AI App Builders and Custom Software Development: A Complete Guide for Your Business
3 February 2026
Choosing Between AI App Builders and Custom Software Development: A Complete Guide for Your Business

The wrong choice between an AI app builder vs. custom development could cost you millions. Discover which path successful companies take to dominate their markets. Highlights: * The AI app development market is expanding from $40.3 billion in 2024 to $221.9 billion by 2034. * The low-code sector reached $28.75 billion in 2024, projected to hit $264.40 billion by 2032. * Custom solutions handle millions of users while AI builders often hit performance limits. The choice between an AI

Workflow Process Automation: Why Businesses Should Work Smarter, Not Harder
12 November 2025
Workflow Process Automation: Why Businesses Should Work Smarter, Not Harder

Discover how workflow process automation transforms 40-hour manual tasks into 10-minute automated processes, delivering measurable ROI while freeing your team for strategic work. Highlights * Businesses achieve 248% ROI within 6 months of automation implementation. * From our experience, smart workflows reduce manual errors by up to 75% across departments. * Companies save an average $46,000 annually through automated processes. A mid-sized business spends 40 hours each week manuall

From PoC to Product: Your Complete Guide to Scaling Fast and Smart
26 September 2025
From PoC to Product: Your Complete Guide to Scaling Fast and Smart

This guide provides a complete framework for moving from a PoC to a scalable product, covering the exact steps, team requirements, costs, and risks involved. Highlights: * Most PoCs fail because they lack production architecture, not because the idea is wrong. * No-code tools excel at validation but break under real-world performance demands. * The right development partner can preserve your PoC's core value while building scalable foundations. Today, over 50% of PoCs fail to result

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