SumZero

Taking asbestos inspections from paper to intelligent fieldwork. Inspectors handle critical work, but manual reporting after on-site visits was slowing them down. We engineered an AI-powered field platform for SGS to fix just that. 𝐓𝐡𝐞 𝐓𝐞𝐜𝐡: Voice-first reporting Automated visual risk classification 100% paperless mobile report generation 𝐓𝐡𝐞 𝐑𝐞𝐬𝐮𝐥𝐭𝐬:  50%+ reduction in inspection times Zero manual post-processing errors 100% paperless field workflow We engineer business-critical systems where mistakes are expensive. Full case study👇 https://lnkd.in/evcWnJHN

🏎️ High-speed AI meets real-world engineering on Circuit Zolder. Moving from AI hype to scalable, production-ready architecture isn't easy. We are designed to make AI secure, compliant, and ROI-driven, and we’re here to help you move forward. Join us on 𝐎𝐜𝐭𝐨𝐛𝐞𝐫 𝟐𝟕𝐭𝐡 (𝟏𝟐:𝟎𝟎 - 𝟏𝟖:𝟎𝟎) 𝐚𝐭 𝐂𝐢𝐫𝐜𝐮𝐢𝐭 𝐙𝐨𝐥𝐝𝐞𝐫 for an exclusive hands-on afternoon to see how we put that into practice! What to expect: ✔️ Real AI ROI: Keynotes by Founder Sander Hofman & Innovation Manager Maarten Anckaert. ✔️ Hands-on tracks: Live NIS2 compliance scans and multi-agent workflow mappings based on your real codebase bottlenecks. ✔️ Track experience: Hit the racetrack for high-speed laps with a professional driver. ✔️ Networking: Lunch & drinks with tech peers. Limited spots available to keep the interactive sessions high-value. 👉 Reserve your seat: https://lnkd.in/eQwhJ97W

Why "SumZero"? Because bringing enterprise AI to production shouldn't mean taking on unmanageable risk, tech debt, or operational bottlenecks. We built our delivery model around the Triple Zero Foundation: 𝐙𝐞𝐫𝐨 𝐑𝐢𝐬𝐤: Production-grade security, enterprise governance, and full compliance engineered into your systems from day one. 𝐙𝐞𝐫𝐨 𝐃𝐞𝐛𝐭: Clean, scalable architecture designed to integrate seamlessly with your existing IT ecosystem, no quick hacks or throwaway code. 𝐙𝐞𝐫𝐨 𝐅𝐫𝐢𝐜𝐭𝐢𝐨𝐧: Streamlined delivery through our AI-empowered software factory, empowering your internal teams to adopt, run, and evolve solutions effortlessly. When you remove the risk, debt, and friction, what remains is pure operational momentum. Discover how our foundation powers scalable enterprise AI: www.sumzero.eu/services SumZero. The smart choice.

Most security tools flood developers with noise. You run a scan, get a backlog of 500 theoretical CVEs, and spend days triaging which ones actually pose a threat. Under NIS2 enforcement, managing this manual overload becomes an unsustainable operational tax. When engineering SumZero's multi-agent framework "RECON", we approached this strictly as a system architecture challenge: 1. Reachable CVE Filtering Traditional static scanners flag isolated dependencies regardless of context. Recon's AI agents analyse structural data flows across repositories to isolate and highlight only the vulnerabilities that are reachable and exploitable in production execution paths. 2. Agentic Remediation Identification is only half the lifecycle. Recon generates the complete threat scenario, engineers test-first code fixes, and stages a production-ready Pull Request directly inside your CI/CD pipeline. We transition security workflows from passive recommendations to active, continuous implementation. Furthermore, by running targeted analysis inside isolated, self-destructing environments, we guarantee strict data sovereignty while letting autonomous agents execute the heavy lifting. Stop triaging noise. Start architecting continuous remediation. https://lnkd.in/e_4YjsZg #DevSecOps #AppSec #NIS2 #SoftwareArchitecture #Recon #AI #LLMOps #icapps #SumZero

Technology changes fast, but deep enterprise execution takes years of hands-on experience. SumZero isn't starting from scratch. Born as an icapps spinoff, our team brings a rich engineering heritage to the enterprise AI landscape. We aren't theorists experimenting with new trends; we are seasoned software engineers, architects, and digital leaders who understand the real-world complexities of enterprise IT. From digital product design to enterprise software architecture, our team has spent years solving complex technical challenges for market-leading brands.= When you work with SumZero, you get: 𝐃𝐞𝐞𝐩 𝐝𝐨𝐦𝐚𝐢𝐧 𝐞𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: Software engineers who know how legacy systems, compliance, and enterprise data flows actually work. 𝐏𝐫𝐚𝐠𝐦𝐚𝐭𝐢𝐜 𝐀𝐈 𝐞𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧: A team built to bridge high-level business strategy with hard technical delivery. 𝐏𝐫𝐨𝐯𝐞𝐧 𝐭𝐫𝐚𝐜𝐤 𝐫𝐞𝐜𝐨𝐫𝐝: The security, structure, and reliability of icapps, focused into a sharp, dedicated AI software practice. We know the technology, we know your systems, and most importantly, we know how to deliver. 𝐑𝐞𝐚𝐝𝐲 𝐭𝐨 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐲𝐨𝐮𝐫 𝐭𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐬𝐞𝐭𝐮𝐩? Connect with our team today; https://lnkd.in/e69XSJmu Sander Hofman, Maarten Anckaert, Danny Matthijs, Senne Knaepkens, Tanée Kempenaers, Thomas Mertens, Domien Jansen, Erland V., Fabian Deneux, Imre Nemeth, Hannes Van den Berghe, Caro Cabus,... SumZero. The smart choice.

SumZero grew from a clear observation: 𝐀𝐈 𝐚𝐦𝐛𝐢𝐭𝐢𝐨𝐧 𝐢𝐬 𝐡𝐢𝐠𝐡, 𝐛𝐮𝐭 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐢𝐦𝐩𝐚𝐜𝐭 𝐬𝐭𝐚𝐲𝐬 𝐥𝐨𝐰. Every enterprise is experimenting with AI, yet very few are seeing real business value at scale. Why? Because organizations are simply not ready to make AI work in production. They lack the architecture, integration, and engineering rigor required to move past simple trials. 𝐖𝐞 𝐛𝐮𝐢𝐥𝐭 𝐒𝐮𝐦𝐙𝐞𝐫𝐨 𝐭𝐨 𝐟𝐢𝐱 𝐭𝐡𝐚𝐭. Born from icapps' deep software engineering roots, SumZero was designed specifically to bridge the gap between AI hype and enterprise reality. We give organizations the structural foundation, security, and automated workflows needed to turn complex AI capabilities into daily business momentum. The ambition is already there. It’s time to unleash the operational impact. Read the story behind our vision on our website: www.sumzero.eu 𝐒𝐮𝐦𝐙𝐞𝐫𝐨. 𝐓𝐡𝐞 𝐬𝐦𝐚𝐫𝐭 𝐜𝐡𝐨𝐢𝐜𝐞.

How do you rewrite a mission-critical legacy application for Europe’s largest private rail operator without pulling the plug on active operations? For Lineas, security scans flagged vulnerabilities in a legacy setup powering rail signaling and track personnel operations. Traditionally, a full rewrite from unstructured to structured data takes 3+ months, massive sprint planning, and dedicated Product Owners and designers. We took a fundamentally different route: 𝐚 𝐟𝐮𝐥𝐥𝐲 𝐀𝐈-𝐝𝐫𝐢𝐯𝐞𝐧 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐥𝐢𝐟𝐞𝐜𝐲𝐜𝐥𝐞. By deploying a structured multi-agent AI framework with expert human-in-the-loop oversight, SumZero delivered: • 3x faster delivery than standard dev timelines • 100% vulnerability resolution with zero security compromise • 0 operational downtime for active signal box personnel • >60% reduction in dev overhead by automating sprint planning, code generation, and testing "𝘉𝘺 𝘦𝘮𝘣𝘦𝘥𝘥𝘪𝘯𝘨 𝘴𝘵𝘳𝘶𝘤𝘵𝘶𝘳𝘦𝘥 𝘈𝘐 𝘸𝘰𝘳𝘬𝘧𝘭𝘰𝘸𝘴 𝘪𝘯𝘵𝘰 𝘰𝘶𝘳 𝘱𝘳𝘰𝘤𝘦𝘴𝘴, 𝘸𝘦 𝘥𝘦𝘭𝘪𝘷𝘦𝘳𝘦𝘥 𝘢 𝘴𝘵𝘢𝘣𝘭𝘦, 𝘮𝘰𝘥𝘦𝘳𝘯 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮 𝘪𝘯 𝘢 𝘧𝘳𝘢𝘤𝘵𝘪𝘰𝘯 𝘰𝘧 𝘵𝘩𝘦 𝘵𝘪𝘮𝘦." -  Danny Matthijs, AI Lead at SumZero When mission-critical infrastructure is on the line, you don't need longer timelines, you need smarter execution. Read the full case study: https://lnkd.in/eQCi7SfC

Most AI projects fail at the same exact hurdle: 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧. Building a slick prototype is easy. Running a secure, high-speed, compliant AI system inside a complex enterprise architecture? That is a completely different discipline. Enter Danny Matthijs, our AI Lead at SumZero. Danny doesn't build AI experiments for the sake of hype. His entire focus is on technical execution, taking raw intelligence and engineering it directly into core enterprise software. By focusing on production-grade security, architecture alignment, and seamless integration, he ensures our clients don't just test AI, they run on it. With Danny steering our AI architecture, SumZero turns complex algorithms into secure, reliable engines that give enterprises a permanent competitive edge. SumZero. The smart choice.

AI ambition is easy. Execution is where most organizations get stuck. At SumZero, we take a sharp, engineered approach to complex delivery. We don't just advise, we build, deploy, and scale enterprise solutions through three core phases: 𝟎𝟏 𝐖𝐄 𝐄𝐍𝐀𝐁𝐋𝐄 You cannot transform what you don’t understand. We map your architecture and uncover constraints to deliver absolute clarity on where to invest, modernize, and automate. 𝟎𝟐 𝐖𝐄 𝐁𝐔𝐈𝐋𝐃 We engineer the business-critical solutions you rely upon. Using our AI-empowered software factory, we accelerate delivery without sacrificing quality, security, or compliance. 𝟎𝟑 𝐖𝐄 𝐄𝐕𝐎𝐋𝐕𝐄 Delivery doesn’t end at launch. We embed capabilities into your team so you own the evolution, turning your systems into a permanent competitive advantage. Stop managing isolated AI experiments. Start building systems designed for long-term growth. Explore how we can help your team: www.sumzero.eu 𝐒𝐮𝐦𝐙𝐞𝐫𝐨. 𝐓𝐡𝐞 𝐬𝐦𝐚𝐫𝐭 𝐜𝐡𝐨𝐢𝐜𝐞.