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AI consulting for businesses

A clear head.Practical AI.

I help you find useful AI applications, make informed decisions and build your team’s ability to use them.

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Upper Austria · DACHConsulting · Workshops · Ongoing support

Services

From the first question
to a useful application.

From initial direction to connected AI applications: we work through value, architecture and implementation in the context of your goals, data and existing systems.

AI consulting & strategy

An AI roadmap
that fits your business.

We assess use cases, compare solution approaches and examine technical feasibility. Whether you are considering a knowledge system, an AI agent or a document workflow, you get a basis for investment and implementation.

What we work through

  • Which applications justify the effort and ongoing cost?
  • Existing software or a custom solution: which architecture and data connections fit?
  • How will we test quality, access controls and technical feasibility?

A good fit whenYou are starting out, reviewing existing experiments or preparing a more demanding AI initiative.

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Applications at work

AI that works with
your systems.

Make knowledge accessible, handle multi-step tasks and turn documents into data. Three possible applications, with the technical decisions behind them.

Knowledge systems · Retrieval-Augmented Generation (RAG)

Company knowledge. With sources.

An internal knowledge system connects language models to your documents and knowledge sources. With RAG, relevant material is retrieved for a question and used to produce an answer with source references.

  1. Data foundation

    Make knowledge searchable

    Prepare approved content from wikis, manuals or project documents and keep a search index up to date.

  2. Retrieval & response

    Connect relevant sources

    Find passages by keywords and meaning, then use them as the basis for an answer supported by sources.

  3. Quality & access

    Test reliability

    Apply access permissions before retrieval. Test answers against reference questions and flag missing evidence.

What we clarify before implementation

Sources & permissions
Which sources are authoritative, how are they updated and who may access which content?
Retrieval & quality
How are documents split, search results assessed and answers tested against reference cases?
Operations & costs
Which models and search services suit the data volume, response time and ongoing effort?

How we work

How we work
together.

We agree on a goal and scope that fit your situation. After each step, we know what we have learned and how to continue.

  1. 01

    Understand the situation

    We review your goals, data sources, existing systems and previous AI experiments.

    What becomes clearA shared understanding of the goal and scope.
  2. 02

    Choose a focus

    We scope a use case, outline the solution and agree on test cases and quality criteria.

    What becomes clearA defined project with understandable criteria.
  3. 03

    Review and improve

    We test the approach with realistic data and work through integration, operations and further development.

    What becomes clearA reasoned decision about the next step.

Mohamed Asskar.

Upper Austria · Austria, Germany and Switzerland

Good results should
be understandable.

You can call me Mo. I work with you personally, from our first conversation to hands-on work on your AI applications. You have one point of contact who knows your questions and workflows.

I want you to understand the decisions you make and judge the results for yourself. That’s why we work with your own tasks and build the necessary knowledge within your team.

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Frequently asked questions

The key questions about getting started and working together.

We’re just getting started. Is this for us?

Yes. You don’t need an AI strategy or technical knowledge. We start with your work and your questions, then find an approach that fits your business.

What kinds of businesses do you work with?

Small and medium-sized businesses in the German-speaking region, especially teams working with information, documents, customer enquiries and recurring workflows. You don’t need your own AI department.

What about privacy and confidential information?

Early on, we clarify which data and tools are suitable, who needs access and how results will be checked. Confidential data should never go into an AI tool without careful consideration. Specialist legal questions can be addressed with qualified advisers where needed.

Is this just advice, or also hands-on work?

Consulting is the starting point. Depending on your needs, we can follow with workshops, practical experiments or support for a specific application. We agree on the support your situation actually calls for.

Can we explore RAG, AI agents and system integration?

Yes. We can examine internal knowledge systems, multi-step AI workflows and connections to existing software. This includes architecture, data access, quality evaluation and operational effort. Your requirements determine which approach makes sense.

Can we work together online or in person?

Both are possible. I’m based in Upper Austria and work with businesses across Austria, Germany and Switzerland. We’ll agree on the right mix together.

Let’s discuss
your situation.

Tell me what you want to achieve with AI or what questions you have. You don’t need a finished plan.

Email directlycontact@asskar.at

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