Enterprise AI
Company knowledge becomes accessible through secure assistants, intelligent search and controlled AI agents.
Start with a Specific AI Use Case
Enterprise AI delivers reliable value only when it is aligned with the organisation’s tasks, data and responsibilities. General-purpose AI tools do not automatically take internal roles and access permissions into account. At the same time, sensitive information must be protected, responses must remain traceable and new solutions must be integrated into existing applications.
Next Vision helps SMEs develop AI solutions for specific business requirements and integrate them securely into existing IT environments. We combine structured data with unstructured content such as documents, images and audio files. Employees can access knowledge using natural language, create content and trigger tasks or processes directly from the results.
When Enterprise AI Can Help
- Knowledge is distributed across documents, applications and different storage locations.
- Employees spend considerable time finding relevant and reliable information.
- Roles, access permissions and approved data sources must be reliably taken into account.
- Digital assistants should support recurring questions and tasks.
- AI needs to be securely integrated into existing BI, CRM and ERP systems as well as other business applications.
Our Enterprise AI Services
We combine business consulting, secure data integration and technical implementation. This creates AI solutions that work not only in demonstrations but can also be used in day-to-day business operations in a controlled and transparent manner.
AI Strategy and Governance
Together with you, we identify and prioritise suitable use cases. We consider business value, data availability, responsibilities, risks and the appropriate operating model. Data protection, information security and regulatory requirements are taken into account from the outset.
Knowledge Access and AI Assistants
We make enterprise knowledge from documents, databases and business applications accessible through intelligent search and digital assistants. Responses are based on approved sources and relevant business context, while the sources used remain traceable.
AI Agents and Integration
AI agents can process information, support decision-making and initiate tasks in connected systems. We integrate these capabilities into existing BI, CRM, ERP and business applications while incorporating roles, approval processes and human oversight.
From selecting the right use case and securely connecting your data to productive operations, we provide consulting, implementation and continuous development from a single source.
From the Initial Idea to Secure Operations
01
Advise
Evaluate and prioritise use cases
Outcome: Clear starting point
02
Integrate
Connect data, systems and access permissions
Outcome: Controlled context
03
Implement
Test the pilot and involve employees
Outcome: Usable solution
04
Operate
Monitor quality, usage and security
Outcome: Reliable operations
Securely Integrated into Your Existing IT Environment
Access permissions, data sources, the operating model and business responsibilities are defined at an early stage. Depending on the requirements, the solution can be operated in the organisation’s own data centre, in a private infrastructure, in a hybrid environment or in a suitable cloud environment. Data protection, information security and regulatory requirements are taken into account from the outset.
Possible components include knowledge bases, vector databases, semantic search, retrieval-augmented generation and the integration of existing business applications.
With nextvision.ai, Next Vision provides a platform that makes enterprise knowledge accessible, enables users to interact with data in natural language and integrates controlled AI agents into existing workflows. Depending on the requirements, the platform can be combined with technologies from Red Hat or Microsoft.
Data & AI as an End-to-End Solution
If required, we provide a fully integrated solution: from suitable hardware and infrastructure to a Kubernetes-based platform and nextvision.ai, including integration, implementation and operations. We can also integrate individual components into your existing IT environment.
Enterprise AI in Practice: Using Knowledge and Completing Tasks
The examples illustrate two applications of enterprise AI. A knowledge assistant answers business-related questions based on approved content and identifies the sources used. For more complex tasks, specialised AI agents can handle individual steps and combine their results into a draft report.
What This Example Demonstrates
Enterprise AI can support both targeted access to internal knowledge and the completion of multi-step tasks. Which functions are automated or supported by AI depends on the use case, the available data and the required approvals.
- Answer questions using approved knowledge sources
- Present sources and business context transparently
- Break complex tasks down into defined steps
- Enable specialised AI agents to collaborate in a controlled manner
- Prepare results for human review and further processing
Demonstrations based on AdventureWorks and fictional company and customer data.
Connecting AI with Data and Processes
Enterprise AI requires reliable data and delivers the greatest value when insights flow into operational workflows. We therefore connect AI solutions with data platforms, business applications and automated processes.
Next Step
Together, we select a use case with clearly defined business value, data access and responsibilities. From this, we develop a focused pilot with measurable business and technical criteria.