--- title: "AI solutions for businesses: from consulting to operations | Digital Cuisine" description: "AI solutions for businesses: knowledge assistants, agents, Copilot and governance. We advise, implement AI solutions in your systems and run them." url: "https://cuisine.digital/en/services/ai" lang: en generated: cuisines-markdown-v1 --- AI consulting for businesses # AI solutions. With implementation. We support businesses from the first decision through to agents and Copilot solutions in everyday work. Consulting, technical integration and governance work together throughout. [Request an initial AI conversation](https://cuisine.digital/en/contact?thema=KI-Beratung)[View our work](https://cuisine.digital/en/references.md) ![Linde](https://cuisine.digital/images/projects/linde-global-website-relaunch/logo.webp) ## Copilot governance & platform architecture Copilot governance for Linde: platform architecture, approval processes and a dashboard for agent inventory, usage and lifecycle. View project [View project](https://cuisine.digital/en/linde-copilot-governance.md) International data provider ## Copilot agent as a product in the Microsoft Store Copilot agent in the Microsoft Copilot Store: Graph Search Connectors, Python data preparation, custom SharePoint search. View project [View project](https://cuisine.digital/en/copilot-store-agent.md) Financial services provider ## Data protection for Copilot use DPIA for Microsoft 365 Copilot at a financial services provider: data flow analysis, risk assessment, measures and decision documents. View project Types of solution ## AI solutions we implement. Whether you call them artificial intelligence solutions or AI solutions: what matters is the task the solution takes on and the data it works with. We implement these six types. [Assistants for your knowledge](https://cuisine.digital/en/services/ai-knowledge-spaces.md) Your team asks, the assistant answers from approved sources such as SharePoint, document storage or ERP, with source references and appropriate access rights. [Agents for recurring tasks](https://cuisine.digital/en/services/ai-agents.md) An agent prepares documents, transfers information between systems or triggers the next step in a workflow. Approvals define what it is allowed to do. [Microsoft 365 Copilot in everyday work](https://cuisine.digital/en/services/microsoft-copilot.md) Use Copilot in Outlook, Teams, Word and Excel with a clear purpose: with use cases for each role, defined permissions and training. [Custom Copilot agents](https://cuisine.digital/en/services/copilot-studio.md) Agents in Copilot Studio, tailored to your data and tasks, with knowledge sources, connectors and controlled deployment. [Workflows in a messenger](https://cuisine.digital/en/products/route-planning.md) Mobile teams receive tasks in a messenger, in their own language. Questions become conversations, evidence comes as photos, and head office keeps track. [Oversight and evidence](https://cuisine.digital/en/services/ai-governance.md) Who uses which AI application, what data it accesses and who is responsible for it: rules and evidence that fit the technology. ## Your starting point [AI consulting & strategy](https://cuisine.digital/en/services/ai-consulting.md) Assess the starting point, prioritise use cases and develop a reasoned implementation plan. [AI agents & automation](https://cuisine.digital/en/services/ai-agents.md) Build assistants and workflows for specific tasks and integrate them into existing systems. [Microsoft 365 Copilot](https://cuisine.digital/en/services/microsoft-copilot.md) Introduction, custom agents and meaningful use in your teams' everyday work. [AI governance](https://cuisine.digital/en/services/ai-governance.md) Connect roles, data access, approvals and evidence with technical implementation. [Training & enablement](https://cuisine.digital/en/services/ai-enablement.md) Build AI skills and establish repeatable ways of working within the team. [Operations & ongoing consulting](https://cuisine.digital/en/services/ai-retainer.md) Maintain applications, improve results and take on new tasks in a controlled way. Your next step ## Where are you with AI? [We want to make a sensible start.](https://cuisine.digital/en/services/ai-consulting.md) We clarify benefits, available data and effort, and prioritise the first use case. [Our pilots are not progressing.](https://cuisine.digital/en/services/ai-agents.md) We review the knowledge base, tasks and integrations, and create a clear path to practical use. [We want to establish AI in our business.](https://cuisine.digital/en/services/microsoft-copilot.md) We connect Copilot, training and governance with your teams' workflows. ## What you take away from working with us **A reasoned decision** Prioritised use cases and a realistic assessment of data, effort and risks. **A usable solution** A scoped pilot or an integrated application with tests and clear responsibilities. **An enabled team** Knowledge, documentation and training so the solution lives on in your business. ## Strategy and data foundation [Maturity check](https://cuisine.digital/en/services/ai-maturity.md) Assess which prerequisites for your next AI step are in place. [Process analysis](https://cuisine.digital/en/services/ai-process-analysis.md) Find suitable tasks across your processes and information flows. [Infrastructure decision](https://cuisine.digital/en/services/ai-infrastructure.md) Select models and an operating environment based on data, integration and costs. [Knowledge spaces & RAG](https://cuisine.digital/en/services/ai-knowledge-spaces.md) Prepare approved information for verifiable answers. ## Agents, platform and oversight [Multi-agent platform](https://cuisine.digital/en/services/multi-agent-platform.md) Specialised agents with shared coordination and rules. [Copilot Studio](https://cuisine.digital/en/services/copilot-studio.md) Develop custom Microsoft agents and data connections. [EU AI Act & ISO 42001](https://cuisine.digital/en/services/eu-ai-act-iso-42001.md) Assess requirements and develop a management framework. [Data protection impact assessment](https://cuisine.digital/en/services/data-protection-impact-assessment.md) Assess specific processing activities and risks in a traceable way. [Data Governance](https://cuisine.digital/en/services/data-governance.md) Organise the classification, permissions and maintenance of information. [Copilot Governance Platform](https://cuisine.digital/en/services/copilot-governance.md) Bring together agents, responsibilities, usage and costs. ## Technology and collaboration [Technologies](https://cuisine.digital/en/services/ai-technologies.md) Microsoft Fabric, Claude, OpenAI, local models and Agentic AI. [Consulting packages](https://cuisine.digital/en/services/ai-packages.md) Seven offerings with defined deliverables, from assessment to platform. From our work ## Three cases. No demo mode. Custom search, licensed content in Copilot and tasks in a messenger: three different applications. Each case states what has already been built and what we are still developing. Built for two companies ### Find what is only available internally. We built an AI search over SharePoint without Microsoft Copilot for two companies. The reason was the licence costs. A custom vector index, custom search and an agent make the approved content accessible. Existing access rights remain the boundary of the answer. - SharePoint - Custom vector index - Search without Copilot Commercially available ### Make your own knowledge marketable. For an international data provider, we built our first commercially available Copilot agent for the Microsoft Store. It brings licensed content directly into Word, Teams and Outlook. This includes Graph connectors, an ingestion pipeline in Python, a custom search vertical, deployment guides and enablement material. - Graph connectors - Python ingestion - Custom search vertical In development, as of September 2026 ### Tasks where your team writes. We are building an agent in a messenger for a service provider with mobile teams. Tasks, follow-up questions and evidence are handled in the employees' language. The AI assigns voice messages and photographic evidence to the right case and forwards reports of defects. Dispatch and controlling teams get an overview. - Messenger - Multilingual - Image analysis ## From your idea to an AI workflow. Three example tasks show the path from the first question to everyday use. This is what an application in your company could look like. ### Find knowledge Where is that in our documents? Approved documents → Access & rules → AI application → Your team reviews → Answer with sources Your team receives a traceable answer from your company's own knowledge. Existing access rights determine which content is available. - Relevant knowledge sources - Test questions with supporting sources - Connection to the working environment - Knowledge base maintenance ### Use agents Can we have this enquiry prepared? Enquiry & context → Access & rules → AI application → Your team reviews → Reviewed draft An agent researches the context needed and prepares a draft. Your team reviews the result and decides on the next step. - Clear task and boundaries - Agent with verifiable answers - Approval within the existing process - Testing and ongoing adjustments ### Ease process workloads Do we really need to transfer this data every time? Case & data → Access & rules → AI application → Your team reviews → Updated case The workflow takes on a clearly defined step and prepares the handover to the business system. Exceptions and important changes remain with the people responsible. - Clearly defined step - Pilot with sample data - Connection to the business system - Monitoring and error handling ### Project phases #### Clarify the use case Together, we review the task, available data and expected benefit. This gives us a clearly defined starting point. #### Test a pilot A clearly scoped pilot makes the idea testable. Together, we test the results against real tasks and agreed criteria. #### Integrate into everyday work We connect the application to existing systems. Access rights, approvals and responsibilities are part of the implementation. #### Keep it running reliably After the roll-out, quality and responsibilities remain visible. We maintain the application and adapt it to new tasks. The next step ## What do you want to achieve with AI? Tell us about your idea or challenge. Together we work out what makes sense and how we can support you. [Book a call (30 min)](https://outlook.office.com/book/AIcuisine@cuisine.digital/) --- [Original page](https://cuisine.digital/en/services/ai) · [Contact and project enquiry](https://cuisine.digital/en/contact)