Chemicals and Pharmaceuticals
Sovereign visual intelligence for the entire value chain – from molecular research to networked production.
The architecture of efficiency in a highly regulated industry
The European chemical and pharmaceutical industry is facing a radical transformation. DEON acts as the central nervous system for companies that not only manage complexity but want to translate it into competitive advantages. By creating a universal visual aggregator, DEON overcomes the fragmentation of classic IT silos and offers a platform on which data from research, production, and compliance can be collaboratively processed in real-time.
Thanks to the integration sovereign AI capabilities enables DEON a new form of cognitive work: Complex research data are semantically uncovered through graph chats, while the metabrowser concept places live data from SAP, PowerBI and laboratory systems directly into the visual context. This not only ensures a drastic reduction of time-to-market, but also guarantees, through local hosting options and bidirectional encryption, absolute ownership over your intellectual property.
Application areas of DEON in value-creating chemical and pharmaceutical infrastructure
From the laboratory to the shop floor: An integrated ecosystem
In drug discovery (R&D) , DEON serves as a virtual war room in which 3D molecular structures, patent searches and live experimental data are aggregated on an infinite canvas. Researchers use the platform to overcome the data reusability crisis, with AI agents transforming unstructured lab reports into searchable knowledge graphs. In clinical development , DEON accelerates the preparation of complex regulatory dossiers under time pressure, with cross-functional teams working simultaneously on evidence strategies such as the PICO framework.
In chemical production , DEON transforms shopfloor management. Through the native integration of PowerBI dashboards and SAP data streams, KPIs are no longer viewed statically but optimized directly in the spatial context of the plant visualization. Maintenance benefits from predictive models that identify anomalies via computer vision and show technicians wiring diagrams and repair instructions directly at the machine via AR interfaces. In supply chain & logistics , DEON enables real-time monitoring of global supply flows and the simulation of scenarios to minimize risk in raw material shortages. Finally, DEON safeguards strategic knowledge management: when staff change or sites relocate, AI-supported preparation of project histories ensures that valuable IP does not disappear in mailboxes but is preserved as part of the corporate memory. The result is a smart enterprise in which decisions are based on visual evidence rather than fragmented spreadsheets.
Use Cases
Accelerated drug discovery through visual AI aggregation
Challenge
The paradox of data fragmentation in research
The cost of bringing a new drug to market has exceeded the critical mark of two billion US dollars, while success rates in early phases stagnate. A main reason for this is the lack of reusability of research data: an estimated 65% of all experiments have to be repeated because the data is stored in isolated silos or its original context has been lost. Researchers often spend more time manually searching through unstructured data graveyards than on actual innovation. Moreover, the pressure to increase efficiency often leads to the use of insecure 'Shadow AI', which massively jeopardizes intellectual property, as sensitive molecular data can end up in public clouds.
Solution
Synthesis of artificial and human intelligence in the Visual Workspace
DEON solves this problem by establishing a sovereign AI-based knowledge graph directly on the canvas. Researchers drag and drop documents, clinical studies and 3D structures onto the workspace. The integrated AI understands the spatial arrangement and the semantic content of these data streams. Using the Graph Chat function , scientists can ask complex questions such as: ‚Show me all correlations between toxicity and molecular property X across all studies from the last year‘.
The AI provides not only answers but also links directly to the sources in the workspace. Through the Conversational Branching can researchers deepen detailed questions about chemical synthesis pathways without losing the context of the main investigation. Since the DEON AI Hub enables the integration of local LLMs, all sensitive IP data remain in the protected area of the company. This integrated approach accelerates the identification of binding sites by up to 30% and can significantly shorten the time to reach clinical Phase 1.
Efficient Management of Joint Clinical Assessment (JCA)
Challenge
The Regulatory Bottleneck of EU Approval
With the introduction of the Joint Clinical Assessment (JCA) in the EU, the timeframe for pharmaceutical companies has drastically narrowed. Teams often have only 100 days to submit a complex dossier according to the PICO framework (Population, Intervention, Comparator, Outcomes). The challenge lies in the fact that experts from Clinical Development, Regulatory Affairs, and Market Access must develop coherent lines of argument under extreme time pressure. Traditional tools like email chains or static documents fail to handle this complexity, as the overview of the current state of the evidence strategy is quickly lost, and inconsistencies in the data can lead to costly delays in market approval.
Solution
Agile Compliance Control in the Virtual War Room
DEON turns the approval process into a highly agile workflow. All relevant clinical evidence, competitive analyses and PICO combinations are visualized in a central JCA workspace. Thanks to the Metabrowser concept , Microsoft 365 documents and SharePoint folders are integrated ‚live‘: changes to a study document are reflected on the board within seconds. Cross-functional teams work on the chain of arguments simultaneously, while AI support helps to generate drafts for the clinical study report (CSR) and to check data consistency across thousands of pages.
The visual structuring enables project managers to capture the progress of individual PICO threads at a glance and identify bottlenecks immediately. The AI acts as a compliance guardian, ensuring that all arguments are prepared in accordance with the EU AI Act and internal governance checklists. This leads to a reduction in start-up times for clinical trials by up to 20% and ensures rapid market access in a highly competitive regulatory environment.
Smart Factory & Predictive Maintenance in Chemical Production
Challenge
High Downtime Costs and Complex Shopfloor Processes
In the chemical industry, where continuous production processes are the norm, unplanned downtime can cause costs to run into millions. Traditional shopfloor management often still relies on the manual 'smiley principle', where status messages are laboriously transferred from systems like SAP or PowerBI to physical or digital whiteboards. This time delay means that problems are often only identified when they have already led to production failures. In addition, technicians on site often lack direct access to complex documentation or live sensor data, which unnecessarily prolongs repair times and increases safety risks.
Solution
Real-time operationalization through visual dashboard integration
DEON becomes the cockpit of the smart factory by visualizing live data streams directly on the shopfloor. PowerBI dashboards and SAP Fiori applications are embedded in the workspace as interactive elements. Status changes (green, yellow, red) happen automatically based on real-time metrics, so the morning meeting can start straight away with solving problems instead of wasting time maintaining data. The ‚The Eye‘ (viewport analysis) function enables the AI to detect anomalies in live camera images from production and immediately trigger an alarm in the DEON workspace.
During maintenance operations, technicians use tablets or AR glasses connected to the DEON project. They can zoom into a photo of the defective component, whereupon the AI automatically identifies the spare part in the ERP system and checks its availability. The combination of predictive maintenance and immediate access to technical drawings reduces repair times by up to 50%. Thus, DEON becomes the bridge between the IT level and the physical plant, sustainably enhancing operational excellence.
Strategic knowledge assurance during expert transitions
Challenge
The impending loss of IP due to the shortage of skilled workers
The European chemical sector is facing a massive demographic upheaval, which is resulting in the loss of decades of experiential knowledge. When highly specialized experts leave the company, undocumented process optimizations, informal networks, and deep domain knowledge often flow away. Conventional knowledge transfer methods such as exit interviews or the handover of file folders fall short, as the context of the information is lost. For successors, it is almost impossible to find strategically relevant information in a timely manner amidst the flood of emails, sketches, and unstructured plans, which can paralyze the innovative capacity of entire departments.
Solution
AI-supported knowledge transfer and cognitive archiving
DEON acts as a dynamic corporate memory that revolutionizes knowledge transfer. During the offboarding phase, all relevant project data of an expert is aggregated in a DEON workspace. The sovereign AI analyzes this unstructured data and automatically creates a structured project history. Via Graph Chat, new employees can ask their predecessor's ‚knowledge‘ questions: ‚Why was the formulation for polymer X changed in 2024?‘ or ‚What regulatory concerns were there with project Y?‘.
The AI finds the answers in old e‑mails or handwritten notes on the board and presents them in the original context. This not only prevents redundant research, but also enables an onboarding time that is shortened by weeks. By using sovereign infrastructures such as IONOS or StackIT, it is ensured that this critical core knowledge never leaves the controlled area of the company. DEON makes implicit knowledge explicit and thus protects the industry's most valuable asset: intellectual property.