Digital products can become overly predictive and retain more context than users realize. Users should be able to see what the product has inferred about them, remove irrelevant signals and disable specific assumptions. For example, a one-time search for garden supplies on behalf of a neighbor should not turn into weeks of unwanted recommendations in that category. -
Kostiantyn Gitko, Devox Software
forbes.com/councils/forbeste…
Risk increases when an application relies on multiple third-party SDKs, APIs, analytics tools or cloud services. Each integration effectively becomes another trusted party and another path for data to leave the application’s control. - Kostiantyn Gitko, Devox Software
forbes.com/councils/forbeste…
🚗 Legacy systems are the #1 blocker for automotive dealerships.
Our latest article shows how to shift to AI-native architecture: unify fragmented data, enable real-time decisions, boost margins with dynamic pricing, and deploy agentic AI for proactive operations.
Read it here → devoxsoftware.com/blog/ai-tr…
#AIinAutomotive #LegacyModernization #AITransformation
AI is preserving critical expertise for complex industrial equipment as the “silver tsunami” drives deeply experienced pros into retirement. Leading companies are racing to capture it with IIoT tools like cameras, blueprint scanners, VR headsets and agentic AI that records, analyzes and stores it. Next-gen technicians get visual guides, expert audio and curated clips from veteran techs. - Kostiantyn Gitko, Devox Software forbes.com/councils/forbeste…
Edge cases sitting in raw logs rarely make robots smarter. Robots get better when field experience becomes structured knowledge. Our CEO, Kostiantyn Gitko, shared this take with Forbes Tech Council as robotics moves into real work: "The problem is that the system cannot leverage edge cases as knowledge because most companies lack a well-thought-out data lifecycle management strategy. Teams need a structured way to capture experience instead of just logging events, since this data will train future robotic systems" forbes.com/councils/forbeste…
Interesting how teams can estimate sprint velocity, cloud costs, and delivery timelines with precision… yet ROI still turns into a guessing game. We built the Devox ROI Calculator to turn assumptions into numbers.
Try it and see what your next project could unlock.
devoxsoftware.com/roi-calcul…
Devox Software turns 8 today 🎉 Eight years of building software, learning from real client problems, and turning messy ideas into reliable products. Same goal as day one: ship work that makes teams faster, clearer, and ready for what’s next.
🤖 Made with AI
Most manufacturers still treat traceability like a barcode problem. In 2026, it became the backbone of AI-driven operations. Unified Namespace, digital threads, autonomous factories — here’s what actually changed on the shop floor devoxsoftware.com/blog/end-t…
The era of leadership constrained by fear of breaking legacy systems will come to an end. Today, AI and AI-powered parallel testing reduce this complexity by mathematically verifying that new code behaves the same way as the old system. With this in mind, leaders will become visionary agents of transformation, relying on automated verification to safeguard business continuity without disruption. - Kostiantyn Gitko, Devox Software
forbes.com/councils/forbeste…
“AI works with data and generates solutions, but people design the environment where those solutions are governed. AI does not carry ethical or business accountability, so that responsibility will always stay with people. Seen in this light, today, engineering teams and business leaders are coming together in new ways, stepping into the role of designers of the company’s intelligence ecosystem”. - Kostiantyn Gitko for Forbes Technology Council forbes.com/councils/forbeste…
Most process issues rarely start with one step. They stack between systems: small gaps, slow handoffs, missing context. Over time: margin drops, teams patch manually.
We mapped where value shows up vs leaks. Worth a look if you’re digging deeper. Download the full paper. devoxsoftware.com/blog/from-…
How are AI and IoT reshaping connected vehicles and revenue? In this session with AutoMobility Advisors, we break down real-world monetization, predictive analytics, and scaling beyond legacy systems. Practical takeaways for teams building what’s next 👇 youtube.com/watch?v=wm65GNZd…
AI delivers value where work actually happens — inside docs like invoices, contracts, and claims, where decisions get made. We structure and move that data fast so nothing stalls. How are you handling docs today?
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