In today’s digital landscape, AI Agents—intelligent, autonomous systems—are redefining the boundaries between CRM and ERP. As highlighted by The Economist, a new “battleground” is forming between SAP and Salesforce along these very lines.

From Process Automation to Decision Autonomy with AI Agents

At Dyna Brains, we witness this evolution every day through our work on Dolphin AI—our generative AI agent that connects SAP, SharePoint, legacy systems, and cloud documents using conversational interfaces and autonomous workflows.

In this new scenario, the focus has shifted from data ownership to data utilization.

What really matters now is which AI Agent can transform available information into fast, secure, and context-aware decisions—delivered intelligently across the organization.

The Impact of AI Agents on CIOs, CFOs, CEOs, and IT Leaders

• Functional boundaries are disappearing: AI Agents blur the lines between front-office and back-office by seamlessly integrating CRM, ERP, PLM, and DMS systems.
• A new platform race is emerging: It’s no longer just about individual features, but about ecosystems built for AI-first, prompt-driven enterprise experiences.
• Governance must be reimagined: As agents begin acting on behalf of teams or entire departments, organizations must rethink roles, permissions (RBAC), audit trails, and compliance in entirely new ways.

Why Integrating AI Agents Is Key to Digital Transformation

This shift is already happening—and it’s real. It’s influencing buying decisions, shaping IT strategies, and fundamentally changing how organizations design their data architectures.

In the AI Agent era, companies that successfully integrate interoperable intelligent agents—those capable of exchanging data, triggering processes across platforms, and working in harmony—will be the ones to gain true competitive advantage. Solid back-end systems are no longer enough.

Ready to Integrate AI Agents into Your Enterprise Stack?

At Dyna Brains, we help companies architect the future with SAP, Neptune Software, and cutting-edge AI technology—one intelligent agent at a time.

With the European Union’s approval of the AI Act, 2025 will mark a turning point for all organizations that develop, adopt, or use artificial intelligence systems. This is the EU’s first regulatory framework on AI, imposing strict obligations and clear prohibitions, with fines of up to €35 million or 7% of global turnover for non-compliance.

The AI Act classifies AI systems based on risk levels:

• Unacceptable
• High or systemic risk (in the case of General Purpose AI – GPAI)
• Limited
• Minimal

It sets differentiated requirements for transparency, human oversight, safety, traceability, and governance.

For companies, this means beginning to strategically assess the impact of AI, even if its adoption is not yet fully structured. It is crucial to consider not only scenarios where official, centralized AI tools are implemented but also the risks related to autonomous and uncontrolled use of freely available AI tools on the web by individual users.

Why a Structured AI Governance is Necessary

Seven Pillars for Effective AI Governance

1. Defining the AI ambition: Clarify whether the goal is to optimize processes, innovate products/services, or revolutionize the customer experience.
2. Selecting strategic use cases: Start with low-risk, high-value cases, then scale to more complex projects.
3. Creating a business-aligned roadmap: Plan initiatives according to priorities, resources, and success metrics.
4. Assessing organizational maturity: Evaluate according to Gartner’s seven pillars (strategy, value, organization, culture, governance, engineering, data).
5. Establishing formal AI governance: Include policies, roles, responsibilities, and ethical codes to ensure transparency and accountability.
6. Developing an AI-aware culture: Promote technical and managerial training (AI literacy) for conscious and competent use of AI tools.
7. Building robust data infrastructure and MLOps: Ensure accessibility, quality, traceability, and security of the data powering intelligent systems.

AI Governance: A Strategic Opportunity, Not Just a Regulatory Requirement

AI governance goes far beyond mere regulatory compliance: it means guiding technological development in an ethical, sustainable, and competitive way. In this context, the EU AI Act is not just a regulatory challenge but a tangible opportunity to build more reliable, transparent systems aligned with European values.

Dyna Brains, in collaboration with the law firm De Berti Jacchia Franchini Forlani, supports companies throughout this journey by combining technological, process, and legal expertise to ensure solid and responsible AI adoption.

Among the solutions offered, Dolphin AI stands out as a concrete example of AI governance compliant with the AI Act: a conversational AI agent, deployable on-premises or in a private cloud, designed to interact with the company’s knowledge base without compromising data security. All information and documents remain within the corporate environment, ensuring full control over intellectual property, privacy, and compliance.

Discover how Dolphin AI can transform your AI governance strategy, guaranteeing security, AI Act compliance, and supporting innovation.

Request a dedicated consultation with our compliance experts today to successfully navigate the challenges of the AI Act and build a responsible, competitive future.

In 2025, the real question for any business is no longer “When should we start using artificial intelligence to optimize our processes?”. The real question is:

“Are our employees already using AI without us even knowing it?”

And in most cases, the answer is yes.

While many companies are still evaluating whether to adopt tools like Microsoft Copilot or ChatGPT Enterprise, employees across departments are already using AI independently — asking for advice, generating content, or analyzing confidential documents with public AI tools, all without supervision.
This is a real and underestimated risk.

The Dangers of “Unofficial” AI Use

Avoiding a strategic approach to AI adoption isn’t a form of caution — it’s a liability.

This hesitation leaves companies exposed to:

• Leaks of sensitive data, accidentally shared with public chatbots;
• Shadow IT — the use of digital tools (like AI platforms or cloud apps) by employees without the approval or monitoring of the IT department;
• Non-compliance with GDPR and the new EU AI Act, risking fines of up to €30 million or 6% of global turnover;
• AI-driven cyberattacks, increasingly sophisticated and harder to detect.

According to the Rencore Digital Workplace Governance Report 2023, the average cost of a data breach rose to $4.45 million in 2023. The leading cause?

Lack of AI governance.

What Is AI Governance (and Why It’s Critical for Your Company)

AI governance is a set of rules, responsibilities, processes, and controls that:

• Regulate how AI is used internally — even the “hidden” uses;
• Protect company data and sensitive business information;
• Ensure regulatory compliance and mitigate operational risks.

As Gartner points out, by 2027, 80% of AI initiatives will fail due to the lack of effective governance. But with the right strategy, AI governance isn’t a brake — it’s a safe, conscious accelerator.

3 Practical Steps to Strengthen AI Governance

Dyna Brains helps organizations analyze current AI usage, define tailored policies, and secure business processes in compliance with GDPR and upcoming AI regulations.

Explore our full approach to Governance and Advisory AI and contact us to build a secure, compliant, and ethically sound AI strategy tailored to your business.

At the heart of every organization lies an immense information asset consisting of documents, transactions, reports, communications, and much more. However, effective management of this vast amount of data involves a phase that is often overlooked but is crucial: classification. At Dyna Brains, we believe that the digital transformation of document processes is not only possible today but necessary, thanks to the power of Artificial Intelligence.

Why Better Classification Means Better Work

Document classification involves assigning each document to a relevant category based on its content and context. This process helps improve information accessibility, ensure regulatory compliance, and streamline internal workflows.

The challenge? Users don’t always carry out this task, and when done manually, it is time-consuming, prone to errors, and difficult to scale. This is where AI makes a significant difference.

Artificial Intelligence Serving Documents

By making use of advanced technologies such as Machine Learning, Natural Language Processing (NLP), and Optical Character Recognition (OCR), AI can read, interpret, and understand the meaning of even complex documents in record time. The system analyzes content, recognizes patterns, and automatically structures information, categorizing it correctly. Imagine doing this on SAP using GOS, BDS, or DMS, or even on any document management software.

In sectors like administration, logistics, or customer service, this means accurately distinguishing between an invoice and a delivery note, a contract and a technical manual, or a purchase order and an internal communication— with increasing accuracy over time thanks to continuous learning.

Tangible Benefits: Speed, Precision, and Savings

Integrating AI into document intelligence processes brings real, measurable benefits:

• Faster document workflows: Automation allows you to handle large volumes of documents in a fraction of the time, reducing response times and increasing productivity.
• Error reduction: Semantic analysis ensures documents are classified correctly, minimizing human errors.
• Sustainable scalability: As the volume of documents increases, AI does not require a proportional increase in human resources or operational costs.
• Data-driven compliance: Accurate categorization supports more effective governance and ensures compliance with privacy and data retention regulations.

Implementing an Intelligent Classification Solution

Dyna Brains’ approach involves the use of Dolphin AI, with a structured three-phase process:

1. Data preparation and training set: We carefully select and curate a representative dataset to train AI models with real, properly labeled documents.
2. Technology selection and integration: We evaluate AI solutions compatible with the client’s IT environment, ensuring seamless integration with ERP systems, DMS, and cloud or hybrid architectures.
3. Continuous improvement cycle: We constantly monitor performance and update models to enhance accuracy, adapting them to new document types and specific company language.

An Expert Partner Makes All the Difference

Adopting an intelligent document classification system isn’t just a technical choice—it’s a strategic investment. At Dyna Brains, we support businesses throughout every phase of the process, from design to implementation, to ongoing system evolution and maintenance. We work with flexible, open-integration tools and can enhance workflows with conversational AI assistants (like our Dolphin AI) to query and navigate your entire document repository smartly.

Make your business faster, more accurate, and ready for the future.
Contact us to learn how AI can transform your document workflows.

Neptune Software and Digital Innovation in the Automotive Industry: Where Technology Meets Italian Passion

In the beating heart of the Motor Valley, the cradle of automotive engineering and Italian design, a special day took place, filled with technology, vision, and collaboration. This extraordinary event was held at the stunning Horacio Pagani Museum, a place that perfectly embodies the excellence and innovation of Made in Italy.

We had the pleasure of sharing this experience with Vincent Kruse, Global Head of Delivery at Neptune Software, Daniele Colì, CIO of Mikron, and the Dyna Brains team. It was a meeting that strengthened our shared commitment to driving digital innovation in the automotive sector, combining technological expertise with the Italian tradition of engineering and design.

Technology and Tradition: A Winning Synergy

In the automotive sector, technological innovation is essential to facing the challenges of the global market. Through advanced digital solutions, it is possible to make processes more efficient and create increasingly engaging user experiences. During the meeting, we explored how cutting-edge tools and digital platforms can help companies stay competitive and continuously innovate.

The collaboration between international partners and local businesses with deep roots in Italian tradition, such as Pagani, represents a virtuous example of how technology and passion can unite to shape the future.

The Future of Automotive is Digital

Digital transformation in the automotive industry is not just a necessity but an opportunity to redefine processes, products, and services. Low-code solutions, such as the Neptune Software platform, allow companies to develop customized applications, improve efficiency, and ensure flexibility in an industry that is rapidly evolving.

Thanks to this synergy, a perfect combination of technological innovation and Italian tradition is created, enabling businesses to face future challenges successfully, always keeping excellence and quality at the core.

Italian Technology and Design at the Heart of the Motor Valley

The event at the Horacio Pagani Museum was not only an opportunity to celebrate Italian ingenuity and creativity but also a chance to strengthen relationships and exchange ideas on how to tackle future challenges. The combination of technology and passion represents the key to success in the automotive industry, and we are proud to contribute to this evolution.

The future is digital, and through strategic partnerships and innovative solutions, we are ready to lead the transformation of an iconic industry into new horizons.

The future of the automotive industry is within reach, and with Neptune Software, we can build it together.

If you want to discover how Neptune Software’s digital solutions can support your business in its digital transformation, contact us today.

Super Apps, powered by Neptune DXP, enable the creation of customized applications, eliminate IT-business silos, and accelerate digital transformation.

In today’s fast-paced digital era, businesses are under constant pressure to innovate, streamline processes, and meet the growing demands of a tech-savvy workforce. Super Apps have emerged as a revolutionary solution, combining multiple tools and services into a single, integrated platform.

By simplifying workflows and bridging gaps between departments, Super Apps empower organizations to deliver better results while adapting to evolving challenges.

Let’s explore how these all-in-one applications are transforming businesses and paving the way for a more efficient and collaborative future.

The concept behind Super Apps

At their core, Super Apps are advanced, multi-functional platforms designed to integrate a variety of tools, services, and features. Instead of managing multiple systems, users can access everything they need from a single app.

This unified experience not only saves time but also enhances productivity, making it easier for teams to collaborate and achieve their goals. By eliminating redundancies and centralizing operations, Super Apps create a seamless digital environment that’s intuitive for employees and aligned with business objectives.

Why Super Apps are key to the future of work

The rapid shift towards digital-first strategies has amplified the need for solutions that are both agile and scalable. Two key trends highlight why Super Apps are becoming essential:

• The Evolving Workforce: with Millennials expected to make up 75% of the global workforce by 2025, businesses need to offer digital tools that align with their expectations for speed, accessibility, and ease of use.
• The Explosion of App Demand: Gartner estimates that by 2025, over 500 million new business applications will be required—a demand that traditional IT infrastructures simply cannot handle.

Platforms like Neptune DXP, which leverage low-code development, empower companies to address these challenges efficiently. By simplifying app creation, these solutions enable rapid deployment without sacrificing innovation or quality.

A collaborative approach to development

One of the key drivers behind the success of Super Apps is their ability to foster collaboration between technical and non-technical teams. This is achieved through two innovative approaches:

• Cross-Functional Teams: known as Fusion Teams, these groups blend IT professionals with business users to design and develop applications that meet real-world needs.
• Empowered Employees: with Low-code tools, even non-technical team members—often referred to as Citizen Developers—can create applications, reducing dependency on IT departments and accelerating project timelines.

With the right platform, such as Neptune DXP, organizations can harness the collective expertise of their workforce, ensuring that every solution is both practical and aligned with strategic goals.

Why Neptune DXP is the ideal platform for Super Apps

Building successful Super Apps requires the right technology, and Neptune DXP stands out as a top choice. This low-code platform combines speed, flexibility, and ease of use to help businesses develop cutting-edge applications. Key advantages of Neptune DXP include:

• A unified interface that delivers a consistent user experience across devices.
• Seamless integration with existing systems via powerful API capabilities.
• Mobile-native functionality, enabling employees to stay connected and productive anytime, anywhere.

Moreover, its deep compatibility with the SAP ecosystem ensures that businesses can achieve a perfect balance between operational efficiency and strategic IT alignment.

Super Apps: a game-changer for Digital Transformation

As businesses navigate an increasingly complex digital landscape, the need for agile, integrated solutions has never been greater. Super Apps provide a transformative way to optimize workflows, enhance collaboration, and deliver superior results. By leveraging platforms like Neptune DXP, companies can break down silos, empower their teams, and stay ahead of the competition.

Ready to embrace the power of Super Apps? Let us show you how Neptune DXP can transform your operations and drive success.

Dyna Brains travels to the UK to attend the Neptune Experience Day, an event focused on the impact of AI in transforming SAP App development through Low & No-code solutions.

On October 22nd, Ugo Romano, CEO of Dyna Brains, had the honor of participating in the Neptune Experience Day, an event organized by Neptune Software in Sunninghill (UK). This event provided a valuable opportunity to delve into how Artificial Intelligence is revolutionizing the development of SAP applications, leveraging the potential of Low-code and No-code solutions.

The Impact of Artificial Intelligence

The event brought together industry experts and business leaders with the aim of examining AI’s impact on business processes and digital transformation strategies. Ugo Romano presented Dolphin AI, our innovative Conversational Assistant developed on Neptune Software Open Edition. Dolphin AI allows for easy interaction with the corporate Knowledge Base, simplifying access to information and improving productivity.

AI Project Implementation Methodology

During the event, the CEO of Dyna Brains shared the methodology for implementing Artificial Intelligence projects in companies, ensuring a structured and success-oriented approach. Adopting effective strategies for AI integration is essential to optimize operational processes and enable more informed decision-making, helping companies remain competitive in today’s market.

Networking and Idea Sharing

The Neptune Experience Day also offered a valuable networking opportunity, allowing participants to explore the new potential of Neptune Software and engage with CIOs from European companies already using the Low-code platform. Experiences and ideas for new digitalization projects were shared, all focused on integrating AI as a key factor in improving operational efficiency.

With a team of experts and a strong focus on innovation, Dyna Brains is ready to guide you through the opportunities offered by Artificial Intelligence.

Discover our commitment to AI and how we can help you make a difference in your industry!

Progressive Web Apps to Stay on iPhone for iOS 17.4 in EU

In Apple’s recent announcement, the company has overturned the decision to remove support for Progressive Web Apps (PWAs) on iOS 17.4 in the European Union.

This reversal has been met with a sigh of relief from many Neptune developers and users who rely on PWA technology on iOS.

What have been the key developments regarding PWAs for Apple?

Apple’s Official Statement

Initially, Apple had announced its intention to remove the functionality of PWAs in the EU, citing complex security and privacy issues associated with Web Apps to comply with the DMA.

However, in the latest update published on the official website, the company declares that it will maintain support for Progressive Web Applications in the European Union.

The decision stems from the strong demand to step back from Apple’s initial choice to discontinue support for PWAs. The news is definite: Progressive Web Apps will continue to be built on WebKit and Apple’s security architecture.

The company further states that developers and users, who were already affected by the removal of PWAs in the iOS beta version in the EU, can expect the return of the existing functionality with the release of iOS 17.4 in early March.

Open Web Advocacy’s Contribution

It is crucial to acknowledge the outstanding work carried out by Open Web Advocacy (OWA) in recent weeks. They have diligently gathered community feedback and sent an open letter to Tim Cook, Apple’s CEO, reaching the European Commission.

However, it’s important to note that the relationship between Apple and PWAs hasn’t changed significantly. The situation has merely reverted to the previous state before Apple’s plan to limit Web Apps in the EU. Apple’s longstanding history of favoring the App Store over the web persists, and this attempt to harm PWAs in the EU marks just the latest episode.

At Dyna Brains, we will continue to keep an eye on future developments and will be the first to share the most relevant updates and news with you.

For further information and clarifications on using PWAs on iOS 17.4, feel free to contact us directly!

With the release of iOS version 17.4, Apple has decided to discontinue support for Progressive Web Apps (PWAs) for users in the European Union

Current Situation

In order to comply with the Digital Markets Act (DMA), Apple has chosen to remove support for Progressive Web Apps (PWAs) on iOS within the EU.

This discovery was first brought to light by security researchers at Mysk, who noticed that the beta version of iOS 17.4 for the European Union (EU) no longer supports PWAs.

After initially remaining silent about these findings, about a week ago, Apple issued a statement regarding all the upcoming changes to comply with the DMA, including the PWA issue. You can find it in the “Developer Q&A” section under “Why don’t users in the EU have access to Home Screen web apps?”

The crux of the matter revolves around Apple’s obligation to allow third-party browsers to use their rendering engines on iOS. Apple argues that web apps, being based on WebKit (the rendering engine of Safari), can conform to the security and privacy standards of iOS native applications.

Please note this change applies only within EU countries and on iOS, NOT iPadOS.

It is expected that these changes will take effect starting Thursday, March 7, 2024,

when Apple will distribute iOS version 17.4.

Impact on Neptune DXP-based Apps

Progressive Web Applications (PWAs) are one of the means used to develop mobile applications on Neptune DXP. The significant advantage of PWAs lies in their ability not to be installed on the device. Technically, a bookmark with an icon is created on the Home screen.

This way, the app can be distributed without the need to publish it on the App Store. Although PWA support on iOS has never been perfect, accessing the camera, fingerprint, and various sensors of the iPhone in a PWA has never been a problem. Additionally, PWAs also support offline functionality.

Those who have developed a PWA on Neptune DXP to be used on an iPhone within the EU, following the release of version 17.4, will observe profound changes in the display and functionality of their applications. Depending on the features used, there is a risk that these apps may even cease to function entirely after the update.

Do you want to keep enjoying a high-performance User Experience of your PWAs developed on Neptune Software for iOS devices?

API Integration with Neptune DXP Platform

 CONCLUSION

In conclusion, using Low-code and No-code platforms as API engine can easily transform IT departments into real “App Factories” that enable enterprises to promote and increase their digital innovation Journey.

Neptune Software announces the partnership with Ionic: a new frontier for mobile apps development.

“A bright future lies ahead for the low-coding market, a sector that has been growing strongly in recent years. Neptune is a leader in the space, and we expect other low code platforms will follow suit and standardize on Capacitor as the way forward.“

Ugo Romano-CEO Dyna Brains

 

Prebilt for Analytics: a mobile application based on Neptune Software for KPI Monitoring

“The Confing Team is always looking for feedback from customers to identify opportunities to enhance their product offering. Looking at how warehouses improve efficiencies, having access to key metrics, anytime, anywhere, would be of great benefit. There was a huge demand about this app before it was even developed, and it is now a hugely popular addition to PreBilt”

Ugo Romano-CEO Dyna Brains