# Notch: Enterprise Software Development and Consulting Company > Notch is a European technology company specializing in building AI\-native custom software, agents, and AI models\. Generated by Yoast SEO v28.4, this is an llms.txt file, meant for consumption by LLMs. ## Pages - [AI/Impact™](https://wearenotch.com/ai-impact/): AI/Impact™ AI Engineering From Strategy to AI/Impact™ From strategy to working AI\. One team, end‐to‐end\. Talk to an AI expert b2 Expertise\_desktop\.18 We are your AI engineering partner\. Decades of engineering discipline, architecture thinking, and business understanding, AI‐native by default\. Real work and measurable outcomes at every stage\. Our framework for AI‐native engineering NotchForge™    One umbrella framework for developing agents, models, and software from discovery to deployment\. Governance that holds regardless of team, project type, or scope\. Every Notch team works within the same framework, AI‐native by default\.  Learn more about NotchForge™  b2 Three disciplines\. One fra… - [Software Development Lifecycle \(SDLC\)](https://wearenotch.com/ai-impact/software-development-lifecycle/): Explore AI native engineering for zero‐debt software and learn how deep business context informs accountable architecture\. AI‐native SDLC AI‐native Software Development Lifecycle AI changes how software moves from business intent to production and improvement, reducing handoffs while humans stay accountable for quality, trade‐offs, and outcomes\. b2 Expertise\_desktop\.18 Software delivery with AI embedded across every role and stage of the lifecycle Coding agents handle repeatable work across the lifecycle, from planning through deployment, reducing handoffs and keeping delivery moving with less friction\. Design, QA, engineering, and business teams own accountability for decisions that raise … - [NotchForge™](https://wearenotch.com/ai-impact/notchforge-ai-development-framework/): Explore AI native engineering for zero‐debt software and learn how deep business context informs accountable architecture\. NotchForge™ One framework\. Every discipline\. Our umbrella framework for building custom software products, agentic systems, and AI models from discovery to deployment\. b2 Expertise\_desktop\.18 The framework behind every engagement Everyone here works within the same framework, AI‐native by default\. Consistent quality across every discipline, every role, and every project\. Governance that holds regardless of team, project type, or scope\. NotchForge™ is the result of years of deliberate practice, continuously refined in production\. Built into how we work Business Data Inte… - [Blog](https://wearenotch.com/blog/): Blog Our Experts' Take: Latest Trends Unpacked\. Our Experts' Take: Latest Trends Unpacked\. Stay updated on industry trends \& best practices\.  - [Use Cases](https://wearenotch.com/use-cases/): Blog Our Experts' Take: Latest Trends Unpacked\. Our Experts' Take: Latest Trends Unpacked\. Stay updated on industry trends \& best practices\.  use cases post page Use Cases Digital Solutions to Real Business Challenges Explore our use cases and find solutions to your business challenges b2 Build Desktop Build Mobile Discover use cases full Custom AI Agent Custom AI Agent for Automated YAML Generation Custom Agentic AI Solutions for Streamlined Automation, DevOps, and Configuration Setups Read more b2 full AI Data Processing AI‐Powered Automated Data Processing 30x Acceleration in Data Processing with Automated AI‐Powered System for Accurate Input and Formatting Read more b2 b2 ## Posts - [Agentic AI Explained: What Business Leaders Need to Know](https://wearenotch.com/blog/agentic-ai-explained/): Agentic AI refers to artificial intelligence systems capable of performing complex tasks involving multiple steps, planning actions, and making decisions without requiring much human guidance\.  And while traditional AI systems have served as sophisticated tools requiring constant human direction, Agentic AI represents a fundamental evolution toward autonomous, goal‐oriented systems that can think, plan, and act independently\.  For business leaders, understanding this transition isn’t just about staying current with technology trends; it’s about positioning your organization for unprecedented competitive advantage\. But the window to take advantage of this competitive advantage is… - [Understanding Legacy Application Modernization](https://wearenotch.com/blog/understanding-legacy-application-modernization/): If you run a successful business operation, chances are you’re struggling with outdated legacy systems in one or more segments of your operation\. You may be wondering how to move your business forward without leaving mission‐critical applications behind – and maybe you’re wondering what legacy application modernization even is\. In 2025, application modernization is at the core of every digital transformation conversation\. But what does modernizing applications really mean? Why is it so important now? And how can you build a roadmap that actually delivers results? Let’s break it down\. We’ll demystify application modernization, explore strategies, tools, and services, and give you a dee… - [What greenfield software development looks like on a twelve\-week clock](https://wearenotch.com/blog/what-greenfield-software-development-looks-like-on-a-twelve-week-clock/): From idea to working MVP in 12 weeks with the Notch 3S Method™ TL;DR Greenfield gives you an empty repo and nobody else’s decisions to work around\. That freedom is the appeal, and it’s why so many greenfield builds go sideways before anyone notices\. The Notch 3S Method™ \(Scope, Ship, Strengthen\) puts a working MVP in front of real users in twelve weeks, with senior engineers making the calls and coding agents clearing the way\. mb40 How greenfield projects start How greenfield projects start A greenfield project starts with an empty repository and a room full of opinions\. Nothing in the codebase argues back\. No integration deadline forces anyone to commit\. You can spend four mont… - [How to Quantify the AI Business Case Before You Build Anything](https://wearenotch.com/blog/how-to-quantify-the-ai-business-case-before-you-build-anything/): Most AI projects fail not because of models, but because the business case is vague\. This article walks through a simple, five‑step way to put numbers on AI ideas before you build anything\. Introduction Every successful AI project starts with a creative idea, but that idea alone isn’t enough, which is why most fail long before models are deployed\. The crucial part of the equation is missing: the business case\. Companies leap before they look, hiring talent before they’ve even pinned down the problem\. Conflicting goals and a vague value promise are a dead end for any organization\. Luckily, this is easily fixable before anyone opens an integrated development environment\. mb40 Why should… - [MLOps Best Practices for Business Growth](https://wearenotch.com/blog/mlops-best-practices/): Introduction Executives, sit up and take notice: 78% of organizations are using AI in at least one business function, yet at least 30% of generative AI projects are expected to be abandoned over the next year due to poor implementation\. Even more sobering? When Microsoft commissioned a Forrester study, they revealed that companies implementing proper MLOps practices achieved 189% to 335% ROI, while those that don’t are basically lighting money on fire\. If your organization is among the majority still treating AI deployment as a technical afterthought rather than a strategic imperative, you’re not just missing opportunities—you’re practically handing your competitors a blue… ## Career - [Technical Product Owner](https://wearenotch.com/careers/technical-product-owner-2/): We are looking for a Technical Product Owner \(m/f/t\) to join our internal Delivery team\. What will you do? Own and manage the product development process within your assigned scope Create, maintain, and continuously prioritize the product backlog and roadmap based on business value, technical constraints, risks, and dependencies Translate customer, business, and stakeholder needs into clear user stories and technical requirements Coordinate with product and engineering teams and identify cross‐team dependencies  Actively de‐risk the roadmap Clearly communicate progress, priorities, and impediments to internal stakeholders; ensure no unresolved risks are hidden  Create and maintain clear and… - [Open application](https://wearenotch.com/careers/open-application/): Hi, stranger\! We may need you, but we are not quite aware yet\. Tell us a few words about yourself, we always have a place for exceptional people\. Zagreb, Split or remote Perks we happily provide Healthcare packages Parents get extra paid days off Newborn 1\.000 EUR welcome gift Up to 30 vacation days per year Language \& psycho‐educational lessons Career \& Team Lead workshops Learn@lunch, Labs \& Editorial team Referral, Christmas, and Blog bonus\. No open space\. Yep, really mt60 mb60 And much more\. Interesting international projects Our international projects are technologically daring and keep us well‐motivated\. Top‐notch working equipment Not only it’s top‐notch, but you also get… ## Service - [User Research](https://wearenotch.com/service/user-research/): User Research Build What Your Users Really Want\. Develop your products according to user needs instead of assumptions, mitigate risks, and increase user adoption\. b2 Design Desktop 4k compressed User Research helps you understand your users’ needs and pain points, so you can build products they will love\. Using interviews, testing, A/B analysis, surveys, focus groups, and competitive analysis, we provide user‐centered insights to build what truly matters\.     This ensures that products are built based on real user needs rather than assumptions, minimizing risk and improving user adoption\. When to Consider User Research? Before product development, identify your users and understan… - [UX/UI Design](https://wearenotch.com/service/ux-ui-design/): UX/UI Design Intuitive Products\. Lasting Results\. Designing products for impact and ease of use, meeting business goals, and exceeding user expectations\. b2 Design Desktop 4k compressed UX/UI design guides you through implementing research and design methodologies to develop functional, user‐centric products\. UX/UI design is critical in software development, ensuring that applications are intuitive, visually appealing, and user‐centered\. A well‐designed product differentiates you, boosts conversion rates, and supports business growth\. When to Consider UX/UI Design? When launching a new product, to create a seamless UX and ensure long‐term engagement\. When your existing product needs a user … - [Agentic Experience Design](https://wearenotch.com/service/agentic-experience-design/): Agentic Experience Design Designing trustworthy agentic products Agentic experiences that users trust and keep using, across screen, chat, and voice\. b2 Design Desktop 4k compressed An agent that works\. An experience users trust\. The gap between what an AI agent can do and what users are willing to hand over to it is a design problem\. Agentic Experience Design \(AXD\) is how you close it\. Users meet the agent via screen, chat and voice\. As part of these design challenges, we work out what users are trying to accomplish, design the moments where they need visibility and control, and validate everything against how the agent behaves\. When to Consider? Your product is evolving from a tool users … - [Okta CIC Integration](https://wearenotch.com/service/okta-cic-integration/): Okta CIC Integration Maximum Security\. Minimal Effort\. Manage user access easily and improve security with our expert help setting up Okta Customer Identity Cloud\. b2 Integration Desktop 15 ‐ 197KB Benefit from a leading CIAM solution without the hassle of integration\. Mitigate security risks, improve productivity, and meet compliance requirements with Okta Customer Identity Cloud \(CIC\)\. As Okta CIC‐certified experts, we empower you to improve customer relations, ensure data security, and optimize developer efficiency\. When to Consider Okta CIC? To simplify user onboarding\. Achieve greater security without compromising convenience\. Provide personalized user experience\. Smooth integration wi… - [AI Proof of Concept](https://wearenotch.com/service/ai-proof-of-concept/): AI Proof of Concept Get AI Right\. Measure Twice, Cut Once\. Don’t get caught up in the hype\. Quickly qualify an idea for your AI solution by testing hypotheses in practice\. b2 Design Desktop 4k compressed Expert research or light prototyping to validate the feasibility of your AI solution for a specific business problem\. Discovering how effectively AI solves your business problem based on early testers’ usage insights, laying the groundwork for your AI approach\. Receive a detailed report that includes performance results, tuning approaches, architectural/design decisions, and operational cost projections\. When to Consider AI POC? To determine if an AI approach is the best option for yo… ## Download - [The AI Teams Playbook](https://wearenotch.com/download/the-ai-teams-playbook/): The AI Teams Playbook: Closing the Gap Between Adoption and Results Amid rapid shifts in technology, regulation, and market dynamics, building purpose‐driven AI teams is essential to realizing business value\. This guide offers practical insights and real‐world examples to help companies make that vision a reality\. Download for free b2   This playbook addresses modern challenges, such as talent shortages, regulatory shifts, and emerging trends, and offers concrete steps to maximize AI investment\. We created this document to help business and tech leaders, engineering managers, and product owners navigate AI adoption and scaling\. Table of Content Executive Summary AI Workforce Market Ove… - [The 2026 Notch Tech Trends Report](https://wearenotch.com/download/2026-notch-tech-trends-report/): 2026 Notch Tech Trends Report Technology waits for no one, and last year proved that\. The way to catch up with technology’s rapid pace isn’t to blindly chase trends\. Instead, it’s by getting ahead of the curve that you can anticipate sea changes and set yourself up to capitalize on exciting new technologies and opportunities\. This report puts you ahead of the curve\. Download for free b2   The Notch Tech Trends Report for 2026 looks at the year ahead in business and technology\. We anticipate business trends to help you make informed decisions\. Then we analyze the technologies that will shape the immediate future to give you the insights you need to build a business that is both resilien… - [The 2025 Notch Tech Trends Report](https://wearenotch.com/download/the-2025-notch-tech-trends-report-2/) ## Customer Stories - [Building an AI\-Native Knowledge Platform](https://wearenotch.com/customer-stories/building-an-ai-native-knowledge-platform/): Building an AI‐Native Knowledge Platform In Notch, our client found a partner who could take them from PoC to a production‑ready AI product\. Read how we built AI‐native knowledge platform using Open AI and LangChain, validating MVP and establishing strong launch position\.   OpenAI, LangChain Technical Design Thinking 2025 ‐ ongoing The Client The client is a group of curious enthusiasts building a knowledge platform that turns scattered digital content into structured stashes\. They wanted to create a smart digital space for saved links, notes, media, and more, transforming it into an organized project‑planning hub\. The Challenge Users collect high volumes of links, voice notes, and med… - [Spotsie Enabling Accurate, Real\-Time Location for a Leading Mold Manufacturer](https://wearenotch.com/customer-stories/turning-time-loss-into-time-savings-with-spotsie/): Spotsie: ATEX‐certified IoT location system Spotsie: ATEX‐certified IoT location system With its ATEX‐certified IoT location system, Notch used Spotsie to enable real‐time crate location with 5‐meter accuracy, thus saving time and boosting overall productivity\. IoT The Client The client is one of the leading mold manufacturers, continually adapting to meet the needs of the glass container industry\. Their molds are behind Coca‐Cola, Jim Beam, Heineken, Jagermeister, and the world’s most famous perfumes like Chanel N°5\. The Challenge Operators wasted 10–15 minutes searching for pallets\. Optimization was needed, to enable time tracking for each manufacturing step, thus improving efficien… - [Leading Teams for Gartner MQ Leader](https://wearenotch.com/customer-stories/digital-ai-custom-software-development/): digital\.ai Leading Teams for Gartner MQ Leader Deploy and Release are enterprise deployment and release coordination software automation solutions helping Global 5000 enterprises achieve their digital transformation goals\. Digital\.ai Go, React, Scala 2017 ‐ Ongoing USA The Client Digital\.ai is a value stream management platform, named a Leader in the 2022 Gartner® Magic Quadrant for Enterprise Agile Planning Tools™\.  We are working on two of their core products, Deploy and Release\. Client Challenge Digital\.ai’s Deploy and Release teams are globally distributed\. Their automation products focus on a specialized area in DevOps and use a technology stack that includes Scala with Akka, and… - [More Than 1 Million Sensors Flawlessly Connected](https://wearenotch.com/customer-stories/nexxiot-asset-management-custom-development/): What a Ride\! Over a Million Sensors Flawlessly Connected Notch designed and built Nexxiot’s asset intelligence apps on a scalable, event‑driven architecture that connects over a million sensors and gateways into a single reliable data backbone\. This way we eliminated uncertainty by monitoring production, health and device status before and after mounting onto cargo\. Angular, SQL 2022 ‐ Ongoing DACH The Client Nexxiot is a leader in freight asset management, providing advanced sensors, IoT hardware, software, and analytics\. Their technology promotes safer and cleaner transportation and is used by major cargo and railroad shipping companies globally\. The Challenge With over 1 million active s… - [Building the Most Advanced Fantasy Football Mobile Solution](https://wearenotch.com/customer-stories/tfc-mobile-development/): The Football Company logo Untitled \(1920 x 1080 px\) fantasy football mobile solution fantasy football mobile solution Building the Most Advanced Fantasy Football Mobile Solution TFC built and implemented a fantasy football metaverse to connect, play and monetize the game experience\. Read how Notch used Java, ReactJS and Node\.js to help create a scalable fantasy football mobile solution, handling millions of events and 70k\+ monthly users\. TFC Java, ReactJS, Node\.js Agile, Scrum 2 years The Client The Football Company is an advanced fantasy football mobile solution, closely bound with the NFT Marketplace, where users connect, play, and monetize the game experience\. The Challenge TFC had to qu… ## PPC - [AI Development System](https://wearenotch.com/ppc/ai-development-system/): AI Development System From AI Vision to Scalable Impact Move confidently from exploration to enterprise‐grade implementation and transform AI from a buzzword into business value — responsibly, iteratively, and at scale\. b2 Expertise\_desktop\.18 Delivering Enterprise AI with a proven development system that turns ideas into measurable business results\. From discovery to deployment, our four‐stage AI Development Lifecycle system ensures your organization extracts measurable value from AI at every step\. We combine business strategy, data science, and robust software engineering to de‐risk investment, accelerate delivery, and deliver solutions that scale\. Our System AI Discovery Identifying the … ## Use Cases - [Custom AI Agent](https://wearenotch.com/use-case/custom-ai-agent/): Agentic Framework img Custom AI Agent For Automated YAML Generation Using the Agentic Framework, we developed an AI agent that automates the traditionally manual, repetitive, and error‐prone processes of setting up DevOps configurations and YAML files for releases, templates, configuration items, and workflows b2 span Use Case The Client A pioneering technology company from the US, offering an AI‐powered software delivery platform designed primarily for large enterprises, including many Global 5000 companies\. The company’s core focus is on accelerating digital transformation by unifying agile planning, software development, application security, continuous testing, and value stream ma… - [AI\-Powered Automated Data Processing](https://wearenotch.com/use-case/ai-powered-automated-data-processing/): RAG img AI‐Powered Automated Data Processing Using advanced AI techniques, including RAG and vector databases, we developed an intelligent data processing system that automates parsing and transforms product data from multiple sources into a standardized format, enabling 30x faster data entry\. b2 AI one world sync use case com pressed span Use Case The Client A leading platform for product content orchestration specializing in collecting and standardizing product information from diverse manufacturers for major e‐commerce platforms and enterprise clients\. The company serves as a crucial intermediary in the e‐commerce ecosystem, handling everything from electronics to appliances, ensuring re… ## Categories - [Software development](https://wearenotch.com/blog/category/software-development/) - [AI](https://wearenotch.com/blog/category/ai/) - [UX/UI Design](https://wearenotch.com/blog/category/ux-ui-design/) - [Product discovery](https://wearenotch.com/blog/category/product-discovery/) - [Agile](https://wearenotch.com/blog/category/agile/) ## Tags - [Software Development](https://wearenotch.com/blog/tag/software-development/) - [ai](https://wearenotch.com/blog/tag/ai/) - [Spring Boot](https://wearenotch.com/blog/tag/spring-boot/) - [product discovery](https://wearenotch.com/blog/tag/product-discovery/) - [Digital Transformation](https://wearenotch.com/blog/tag/digital-transformation/) ## Universal Tags - [AI](https://wearenotch.com/blog/universal-tag/ai/) - [Custom Software Development](https://wearenotch.com/blog/universal-tag/custom-software-development/) - [AI development](https://wearenotch.com/blog/universal-tag/ai-development/) - [AI engineering](https://wearenotch.com/blog/universal-tag/ai-engineering/) - [New Software Products](https://wearenotch.com/blog/universal-tag/new-software-products/) ## Optional - [Sitemap index](https://wearenotch.com/sitemap_index.xml)