

Friday, June 7th, was a day many ACA members had marked in red on their calendars. It was Ship-IT Day, the annual hackathon where multidisciplinary teams work on innovative solutions for customer challenges. The day was filled with excitement, culminating in impressive results and a well-deserved winner. Read the full report below.

AI as the Common Thread in Ship-IT Projects
After a refreshing breakfast, the eight project teams got to work. As with the previous edition, AI and LLMs (Large Language Models) were central to most projects. Here’s a brief overview of the eight project teams:
- Energie.be - Support the customer support
- DEMAZE your legacy Oracle
- Fluvius - “Stroomlijn” insights: FAQ optimizer
- Fluvius - Flow in “De Stroomlijn”
- Umani Group & Flexer - CV matching
- S-Lim - AI-powered visual notifications for local government
- Digitalizing of task cards and E2E cleaning service journey in a B2B context
- YouGO soccer app - AI gamification
For more details on the scope of these projects, check out our first blog post: Ship-IT Day 2024: Discover the 8 Innovative Projects.
Checking In on Team Status (and Stress Levels)
By midday, the office was unusually quiet despite the activity level of all project teams. Was this a good or bad sign? We decided to check in on each team's progress and stress levels.
1. Energie.be - Support the customer support
This project team aims to provide extra support to Energie.be's customer support team by centralizing customer data from various systems into a convenient widget in Freshdesk.
"After a brief kick-off meeting with the client to clarify all needs and expectations, we first conducted data mapping to identify the necessary data formats", explains Michiel Sioen. "This allowed us to start building the frontend. We already have several standalone elements, and we should be able to present a working widget before the end of the day."
"Ship-IT is fantastic because it allows you to explore new things with colleagues you don't usually work with", says Michiel. "It's exciting to build a proof of concept in one day that can provide immediate value to a client."
2. DEMAZE your legacy Oracle
This project team aims to create an LLM-based code assistant to help developers navigate legacy codebases more easily.
"We want to be able to ask AI questions about an existing codebase so we can understand its structure faster and make changes or additions more quickly", explains Pieter Vandeperre.
"We started by testing different AI models to understand codebases. The feedback we received was quite good. We also verified the results with the original developer of the codebase, who confirmed their accuracy. So, we're optimistic."
Pieter participates in Ship-IT every year with great enthusiasm. "I see it as a hands-on training to discover new technologies and methods", he says.

3. Fluvius - “Stroomlijn” Insights: FAQ Optimizer
This project team aims to use AI to analyze incoming customer questions and interactions at Fluvius, allowing them to more accurately and quickly detect the top 10 current customer queries and automatically generate FAQ articles.
"We first solidified the concept internally and then validated it with two Fluvius representatives present at the ACA office in Ghent", says Jo Corthals. "We're in a good position now. The data anonymization and structuring are complete, and the frontend is ready to receive the data. Now, we're focusing on data processing."
For Jo, who usually prefers a background role, this Ship-IT Day is a step out of his comfort zone. "It's also a perfect opportunity to provide added value for our client", Jo adds.
4. Fluvius - Flow in “De Stroomlijn”
The second project for Fluvius is also progressing smoothly. This team focuses on generating summaries of past customer interactions at “De Stroomlijn”, providing helpdesk staff with quick insights into customer context and sensitivities.
"Everything is going according to plan, and the client is pleased with our progress", says Jelle Cayman. "We'll be presenting a concept, part of which we've already developed."

5. Umani Group & Flexer - CV Matching
This project team aims to build an AI assistant for Umani Group to automatically match candidates with job vacancies. "Additionally, we want to incorporate OCR functionality to process textual information from scanned documents or images", says Alexander Frimout. "We're also developing a chatbot that provides candidates with targeted information about specific vacancies and directs them to jobs that match their profiles."
The six-member team is also supported today by a representative from Umani Group. "That is very productive", Alexander notes, "as it ensures we have first-hand information to tailor our solution perfectly to the client's needs."
Together with his five teammates, Alexander is confident they will deliver an impressive final product: "We're going to blow everyone away!"

6. S-Lim - AI-powered visual notifications for local government
S-Lim is collaborating with ACA to develop a new app for cities and municipalities. This project team aims to create a proof of concept for a smart reporting feature that uses AI to analyze a photo, categorize the issue automatically, and forward it to the municipality.
"We started by setting up the project and discussing the designs and user interface", says Jeffrey Vanelderen. "The design is now finalized, and the camera functionality and permissions are in place. Currently, we're working on interfacing with the AI model to see what information it returns and optimizing the results. That's the toughest part, but once we succeed, we'll deliver a great proof of concept."
Jeffrey enjoys the opportunity to see a new project through from start to finish during Ship-IT. "As a mobile developer, you're usually brought into an ongoing project. It's nice to start from scratch for once; you learn a lot from that."
7. Digitalizing of task cards and E2E cleaning service journey in a B2B context
This project team aims to streamline a cleaning company's operations by digitizing the current time-consuming and error-prone briefing process, which involves a lot of paperwork, to increase efficiency.
"The idea is for cleaning staff to receive targeted cleaning instructions on their smartphones based on their location", explains Stijn Schutyser.
"We started by mapping out the current process and identifying areas for digital optimization", Stijn continues. "We've made significant progress. There’s still work to be done on the UI and UX because we want it to look attractive and be user-friendly."
Last year, Stijn's team won Ship-IT Day, and he hopes for the same outcome this year.
8. YouGO soccer app - AI gamification
The Mobile Flutter team at ACA sent some of its members to create a proof of concept for YouGO soccer's training app. “We want to make the existing exercises more dynamic and interactive”, says Stijn Huygh. “We started by outlining and distributing the work packages. Some parts are on schedule, while others are progressing slower than expected. The biggest challenge is the accuracy of ball detection. By the end of the day, we hope to convert one exercise into a more dynamic version.”
By participating in Ship-IT Day 2024, Stijn hopes to gain first-hand experience in how machine learning can enhance user experience and enable new features in mobile development.

Who won Ship-IT Day 2024?

At exactly 5:00 PM, Stijn Van den Enden kicked off the closing ceremony. Each project team had five minutes to pitch their work and demonstrate the final result.
Despite some teams needing a couple of attempts to get their demos working, the final results were impressive. It’s remarkable how much the multidisciplinary ACA teams can achieve in just one day. However, there can only be one winner, determined by a quick vote using a mobile voting app.
Ultimately, the S-Lim project team took home the victory along with well-deserved shopping and dining vouchers. Their functional demo, which offered high potential value for the client, earned them a whopping 40% of the votes. A score any political party would envy with election Sunday approaching!
See you next year for another edition of Ship-IT Day!


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November 30, 2023 marked a highly anticipated day for numerous ACA employees. Because on Ship-IT Day, nine teams of ACA team members, whether or not supplemented with customer experts, delved into creating inventive solutions for customer challenges or for ACA Group itself. The hackathon proved to be both inspiring and productive, with at the end a deserved winner! The atmosphere in the ACA office in Hasselt was sizzling right from the early start. Eight out of the nine project teams were stationed here. During the coffee cake breakfast, you immediately felt that it was going to be an extraordinary day. There was a palpable sense of excitement among the project team members , as well as a desire to tackle the complex challenges ahead. 9 innovative projects for internal and external challenges 🚀 After breakfast, the eight project teams swarmed to their working habitat for the day. The ninth team competed in the ACA office in Leuven. We list the teams here: Chatbot course integration in customer portal System integration tests in a CI/CD pipeline Onboarding portal/platform including gamification Automatic dubbing, transcription and summary of conversations publiq film offering data import via ML SMOCS, Low level mock management system Composable data processing architecture Virtual employees Automated invoicing If you want to know more about the scope of the different project teams, read our first blog article Ship-IT Day 2023: all projects at a glance . Sensing the atmosphere in the teams Right before noon, we wondered how the teams had started and how their work was evolving. And so we went to take a quick look... 👀 1. Chatbot course integration in customer portal “After a short kick-off meeting with the customer, we divided the tasks and got to work straight away,” says Bernd Van Velsen. “The atmosphere is great and at the end of the day, we hope to present a result that will inspire the customer . In the best case, we will soon be able to use AI tools in a real customer project with the aim of making more optimal use of the customer's many data.” “The Ship-IT Day is an annual tradition that I like to participate in,” says Bernd. “Not only because it is great to collaborate with colleagues from other departments, but also because it is super educational.” 2. System integration tests in a CI/CD pipeline “We want to demonstrate that we can perform click tests in the frontend in an existing environment and verify whether everything works together properly,” says Stef Noten. “We can currently run the necessary tests locally, so we are good on schedule. The next step is to also make this work in our build pipeline. At the end of the day, we hope we will be able to run the tests either manually or scheduled on the latest version of the backend and frontend .” 3. Onboarding portal/platform including gamification The members of this project team all started at ACA fairly recently. And that is exactly what brought them together, because their goal was to develop a platform that makes the onboarding process for new employees more efficient and fun . Dieter Vennekens shared his enthusiasm with us, stating, "We kicked off with a brainstorming session to define the platform's requirements and goals. Subsequently, we reviewed these with the key users to ensure the final product aligns with their expectations. Our aim is to establish the basic structure before lunch, allowing us to focus on development and styling intensively in the afternoon. By the day's end, our objective is to unveil a functional prototype. This project serves as an opportunity to showcase the capabilities of Low-Code .” 4. Automatic dubbing, transcription and summary of conversations Upon entering their meeting room, we found the project team engrossed in their work, and Katrien Gistelinck provided a concise explanation for their business. "Our project is essentially divided into two aspects. Firstly, we aim to develop an automatic transcription and summary of a conversation . Concurrently, we are working on the live dubbing of a conversation, although we're uncertain about the feasibility of the latter within the day. It might be a tad ambitious, but we are determined to give it a try." She continued, "This morning, our focus was on defining the user flow and selecting the tools we'll utilize. Currently, multiple tasks are progressing simultaneously, addressing both the UI and backend components." 5. Publiq film offering data import via ML Comprising six publiq employees and three from ACA, this team engaged in an introductory round followed by a discussion of the project approach at the whiteboard. They then allocated tasks among themselves. Peter Jans mentioned, "Everyone is diligently working on their assigned tasks, and we maintain continuous communication. The atmosphere is positive, and we even took a group photo! Collaborating with the customer on a solution to a specific challenge for an entire day is energizing. " "At the close of the day, our objective is to present a functional demo showcasing the AI and ML (Machine Learning) processing of an email attachment, followed by the upload of the data to the UIT database. The outcome should be accessible on uitinvlaanderen.be ." Peter adds optimistically, "We're aiming for the win." That's the spirit, Peter! 6. SMOCS, Low level mock management system Upon our arrival, the SMOCS team was deeply engrossed in their discussions, making us hesitant to interrupt. Eventually, they graciously took the time to address our questions, and the atmosphere was undoubtedly positive. "We initiated the process with a brief brainstorming session at the whiteboard. After establishing our priorities, we allocated tasks accordingly. Currently, we are on track with our schedule: the design phase is largely completed, and substantial progress has been made with the API. We conduct a status check every hour, making adjustments as needed," they shared. "By the end of the day, our aim is to showcase an initial version of SMOCS , complete with a dashboard offering a comprehensive overview of the sent requests along with associated responses that we can adjust. Additionally, we have high hopes that the customized response will also show up in the end-user application." 7. Composable data processing architecture This project team aims to establish a basic architecture applicable to similar projects often centered around data collection and processing. Currently, customers typically start projects from scratch, while many building blocks could be reused via platform engineering and composable data. “Although time flies very quickly, we have already collected a lot of good ideas,” says Christopher Scheerlinck. “What do we want to present later? A very complex scheme that no one understands (laughs). No, we aspire to showcase our concepts for realizing a reusable architecture , which we can later pitch to the customer. Given that we can't provide a demo akin to other teams, we've already come to terms with the likelihood of securing second place!" 8. Virtual employees This team may have been the smallest of them all, but a lot of work had already been done just before noon. “This morning we first had a short meeting with the customer to discuss their expectations,” Remco Goyvaerts explains. “We then identified the priority tasks and both of us quickly got to work. The goal is to develop a virtual colleague who can be fed with new information based on AI and ML . This virtual colleague can help new employees find certain information without having to disturb other employees. I am sure that we will be able to show something beautiful, so at the moment the stress is well under control.” Chatbot technology is becoming more and more popular. Remco sees this Ship-IT project as the ideal opportunity to learn more about applications with long-term memory. “The Ship-It Day is a fantastic initiative,” says Remco. “It's wonderful to have the opportunity to break away from the routine work structure and explore innovative ideas.” 9. Automated invoicing The client involved in this project handles 50,000 invoices annually in various languages. The objective is to extract accurate information from these invoices, translate it into the appropriate language, and convert it into a format easily manageable for the customer . “Although we started quite late, we have already made great progress,” notes Bram Meerten. "We can already send the invoice to Azure, which extracts the necessary data reasonably well. Subsequently, we transmit that data to ChatGPT, yielding great results. Our focus now is on visualizing it in a frontend. The next phase involves implementing additional checks and solutions for line information that isn't processed correctly." Bram expresses enthusiasm for the Ship-IT Day concept, stating, "It's fun to start from scratch in the morning and present a functional solution at the end of the day. While it may not be finished to perfection, it will certainly be a nice prototype." And the winner is …. 🏆 At 5 p.m., the moment had arrived... Each team had the opportunity to showcase their accomplishments in a 5-minute pitch, followed by a voting session where everyone present could choose their favorite. All teams successfully presented a functional prototype addressing their customer's challenges. While the SMOCS team may not have managed to visualize their solution, they introduced additional business ideas with the SMOCintosh and the SMOCS-to-go food concept. However, these ideas fell just short of securing victory. In a thrilling final showdown, the team working on the onboarding platform for ACA came out as the winners! Under the name NACA (New at ACA), they presented an impressive prototype of the onboarding platform, where employees gradually build a rocket while progressing through their onboarding journey. Not only was the functionality noteworthy, but the user interface also received high praise. Congratulations to the well-deserving winners! Enjoy your shopping and dinner vouchers. 🤩 See you next year!
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