AI consulting and strategy for businesses
For companies that want to use AI securely and responsibly: We advise you on the use of local language models and work with you to develop customized solutions that run in Germany or on your own infrastructure. This allows you to combine innovative strength with full control over your sensitive information.
- Consulting & Strategy
- Local LLMs
- Maximum data security

Use AI locally, and securely in your company
We develop tailor-made AI solutions for companies, especially in highly regulated industries or for highly sensitive data that should remain within the company. Our focus is on consulting, design, and training related to the use of proprietary, local large language models (LLMs). We combine technical excellence with practical implementation—from the initial requirements analysis to productive integration.
Why AI strategy consulting?
Our services include the analysis of the initial situation, the identification of suitable AI potential and the development of a customized AI roadmap - economically viable, data protection-compliant and technically feasible.
In particular, questions such as:
In which business areas does AI create demonstrable added value - and where not? What are the risks, particularly with regard to data sovereignty and data protection? Which AI technologies are suitable for our processes, existing infrastructure and business model?



















For us, AI is not just hype, but a tool for creating real competitive advantages – securely, sustainably, and with full data sovereignty. We show our clients how to use AI effectively without becoming dependent.![]()
AI potential analysis in a workshop
Step 1: Analysis and preparation
- Introductory meeting (1–2 hours) to discuss ideas, experiences, and requirements.
- Identification of potential AI use cases based on your business model, processes, and industry-specific data.
Step 2: AI Use case evaluation & refinement
- In a joint workshop, we analyze and evaluate specific AI applications.
- We classify use cases using a structured model.
- You receive an assessment of which technologies are best suited and an evaluation of costs and feasibility.
Step 3: AI use case validation & roadmap
- You receive a structured summary, including identified AI use cases.
- Cost and resource estimation.
- Recommendations and roadmap for the next steps (typically a proof-of-concept or pilot project).
Structured model for AI use case development:
Our starter packages
Your own AI doesn’t have to be expensive. Start with a small pilot project or an idea generation workshop. We provide concrete implementation options within a small budget.
Develop initial ideas for AI applications in your company or refine an existing AI concept.
- Preparation and preliminary discussions
- 1-day workshop to analyze and refine AI use cases
- Follow-up meeting with results handover
- Concrete concept for AI use cases
- Cost and resource estimation
- Recommended next steps
Evaluate new business models with AI, optimize processes through automation, or turn an AI idea into a prototype.
- Requirement discussions for the prototype
- Prototype development & feedback loop
- Finalization of the prototype into an MVP
- A functional, implemented AI prototype
We develop your own local AI
For custom AI development, costs depend on the features you require. Your AI is built on our pre-developed proof-of-concept, makandra AI, which provides a proven foundation, reducing development costs. Let’s talk about your budget and package options.

Why choose Makandra as your AI partner?
- Technology & Business Combined
We combine strategic thinking with technical excellence. Our team develops AI solutions that are not only innovative, but also economically viable and feasible. - Independent & practical
We rely on proven, scalable technologies – without hype and unnecessary complexity. Our focus is on functional, sustainable solutions with real added value. - Data protection & security
Our AI solutions meet the highest data protection standards and can be operated entirely locally. This means that your sensitive company data remains under your control. - Experience & scalability
From the initial idea to productive use – we accompany you throughout the entire AI life cycle. Our expertise helps you to integrate AI efficiently and successfully in the long term.