Dinamica Generale has launched a strategic investment in KIRO. The company aims to build a connected and governed AI infrastructure.
This initiative goes beyond adopting a single generative AI tool. It also goes beyond automating isolated tasks. Instead, Dinamica Generale wants to connect data, documents, procedures, business systems and internal expertise.
The company will make this knowledge available through specialised agents. Each agent will support a specific operational context. Clear rules and controls will guide every agent.
As Dinamica Generale expands, information management becomes increasingly important. The company is growing across markets, technologies, products, cloud platforms and after-sales services. Therefore, teams need faster and more reliable access to company knowledge.
The Dinamica Generale AI infrastructure will reduce fragmentation between information sources. In addition, it will create more consistent, traceable and scalable workflows.
Through KIRO, Dinamica Generale is already developing specialised AI agents. These agents will work within clearly defined operational boundaries. Each one will have specific instructions, objectives, information sources, permissions and validation steps.
The agents will support marketing, sales, customer care, product management and software development. In addition, they will strengthen the company’s digital services. This cross-functional approach will help teams access the right information at the right time.
The goal is not only to work faster. The project will also improve the quality of available information. As a result, Dinamica Generale can respond to market needs with greater speed and consistency.
Moreover, the company aims to turn customer and partner feedback into new features and services more quickly. This process can support better connected solutions over time.
The value of the project lies in its ability to orchestrate processes that currently require the manual involvement of multiple sources, documents, platforms and tools.
The architecture Dinamica Generale is developing aims to integrate both structured and unstructured data, including technical documentation, operating procedures, content, commercial information, product data, internal knowledge and flows generated by digital services.
This information layer will enable agents to retrieve, interpret and organise information according to context, while maintaining links to original sources and respecting access rules, roles and authorisation levels.
The goal is to support faster, better-informed decisions without compromising control, reliability, information security or the accountability of the people involved.
KIRO is an AWS platform designed to bring greater structure and rigour to AI-based development projects. Its approach combines executable specifications, context rules, automation and integrations with external tools, helping transform complex requests into more structured, verifiable and reusable workflows.
Through standards such as the Model Context Protocol, KIRO can connect agents with tools, repositories, documentation and digital services. For Dinamica Generale, this capability is a key element in designing solutions that do not operate on isolated information, but within a defined and governed business context.
For selected workflows, Dinamica Generale has chosen to use models from the Anthropic Claude Opus family, adopting an approach focused on advanced reasoning capabilities, the management of complex tasks and the development of structured agentic workflows.
The design of the agents will follow an approach based on governance, traceability and human supervision.
Each agent will be defined within a precise operational scope, with clear rules regarding the information it can access, the activities it can support, the tools it can use and the steps that require validation by people.
This makes it possible to use artificial intelligence not as an autonomous and undifferentiated system, but as a reliable component within controlled business processes.
Technology will support the organisation in processing information and carrying out repetitive or fragmented activities. People will continue to define priorities, strategies, relationships, context interpretation and key decisions.
The investment in KIRO also represents an important step in the evolution of Dinamica Generale’s connected products and services.
The company operates within an ecosystem where sensors, weighing systems, software, mobile apps, cloud platforms and machines continuously generate data. Transforming this data into accessible information, advanced services and tangible support for customers and partners will become increasingly important for the company’s long-term competitiveness.
Dinamica Generale is therefore investing in a model where artificial intelligence, data and human expertise work together. A model designed to support the company’s growth, improve the experience of customers and partners, and accelerate the development of digital solutions that are increasingly integrated with real market needs.
“With KIRO, we are not simply introducing another artificial intelligence tool. We are building a new operational infrastructure designed to connect data, processes, products and company expertise more effectively.
The agents we are developing will have clearly defined roles, controlled access to information and verifiable processes. This will allow us to improve internal efficiency, increase the quality and speed of our responses to the market, and design services that are increasingly integrated with the data generated by our connected products.
Our goal is not to replace people, but to increase their ability to create value. We want to enable our teams to dedicate more time to innovation, customer relationships, analysis and the development of new solutions, while technology helps make the management of complexity simpler and more structured.”
Anna Ghiraldi
Product Manager, Dinamica Generale
KIRO is an AWS platform for agentic engineering. It supports the development of AI agents and structured workflows through specifications, operating rules, automation, integrations and contextual access to company documentation and tools.
Dinamica Generale is investing in artificial intelligence to better connect data, processes, expertise and digital services. The goal is to support people, improve the quality of available information and accelerate the development of connected products and services.
No. AI is being introduced to support teams, reduce information fragmentation and make repetitive activities more efficient. People remain central to defining strategies, validating decisions and building relationships with customers and partners.
NIR & Imaging
Data Management
Mobile Apps
Load Cells
Indicators and ECU
Accessories
English
Italian
Spanish
French
German
Portuguese (Brazil)
Dutch
Polish
Chinese (Simplified)
Turkish
