AI Integration Done Right

Everyone's talking about AI, your employees are experimenting on their own. But nobody knows where it actually pays off. We find out - and bring AI into production.

Everyone's talking about AI, but where does it actually pay off? pripares finds the AI applications with real ROI and brings them into production - integrated into existing processes and systems. Whether document processing, data analysis, or automating repetitive tasks: Our Solution Architects evaluate what pays off and implement it EU AI Act compliant. No proof-of-concepts that fizzle out, but AI solutions that run. For SMEs and enterprise, from Munich.

Lots of Potential, No Plan

Everyone's experimenting, nobody's steering

Your employees use ChatGPT for emails, summaries, research. Some well, some questionably. What's missing: a plan for where AI actually benefits the company and who's responsible for it.

Proof-of-concept. Then what?

In the demo, AI summarized contracts in seconds instead of hours. Three months later, the intern is doing it again. Because data quality wasn't right and nobody changes their habits for a prototype.

Data privacy as a roadblock

Legal stopped AI usage until someone can clarify whether customer data flows into the model. That was four months ago. Nothing's happened since.

OpenAI today, who tomorrow?

OpenAI, Google, Anthropic, Mistral, Open Source - and a new model every week. No matter what you choose: in six months there'll be something better.

Buzzwords instead of business case

Your desk is covered with AI proposals. Transformation, disruption, game-changer. Ask for concrete ROI for your company, and it goes quiet.

Where AI Delivers Real Value

Document Processing

Document Processing

  • Analyze contracts, invoices, reports
  • Extract, classify, and summarize content
  • Capture PDFs and scans in structured format
Data Preparation & Analysis

Data Preparation & Analysis

  • Merge data from multiple sources
  • Identify patterns and anomalies
  • Generate reports automatically
Automate Routine Tasks

Automate Routine Tasks

  • Email drafts, summaries, meeting notes
  • Classify and respond to standard inquiries
  • Pre-fill forms and inputs
Content Production

Content Production

  • Drafts instead of blank pages
  • Product descriptions, reports, documentation
  • Translations and variants

We use AI ourselves - in our development, in our processes, on this website. That's why we know what works and where the limits are.

Our Approach

From Hype to Tool

We start with your problem, not with the technology. Not: What can AI do? But: Where are you losing time and money today?

01

We find the AI applications with real ROI - not the ones with the best demo.

02

No vendor lock-in. When a better model comes along tomorrow, we swap the model, not the entire solution.

03

We deploy AI where your employees already work. In the existing system, not in a new tool alongside it.

04

And when AI isn't the right solution, we say so. Sometimes a well-built algorithm makes more sense than a large language model.

What You Get

  • Less routine work, more time for what matters. Your employees do what you hired them for.

  • AI that runs in production - not a prototype in a sandbox.

  • Data privacy your DPO will appreciate. Your data doesn't train any models. EU AI Act compliant.

  • A clear answer on where AI pays off for your company - in euros, not in buzzwords.

Frequently Asked Questions

Not necessarily. Many AI applications work with general models enriched with your business context. For specialized predictions, we need historical data. What makes sense for your case, we clarify in the workshop.

We exclusively work with business tiers from providers that don't use customer data for model training. EU AI Act compliant. Your trade secrets remain your trade secrets.

No. AI makes your employees faster and relieves them of routine work. The expertise and decision-making competence stays with people.

A pilot project shows whether AI works for a specific use case. Integration builds it into your existing systems and workflows, with access management, monitoring, and everything that goes with it. Many companies get stuck at the pilot stage. We bring AI into production.

That's exactly why we build provider-independently. When a better model comes along or prices change, we swap the model - not the entire solution.

You often see first results within a few weeks. A clearly defined use case - like document processing - can be implemented quickly. More complex integrations with multiple systems take longer. In the workshop, we define the scope so you know in advance what to expect.

AI tools have become accessible - but integrating an AI solution into existing systems, with real data, access management, and monitoring, is a different thing than a ChatGPT prototype. Just as AI-generated code can look clean without being maintainable, an AI demo can impress without being production-ready.

Because we don't consult and then leave. We build the solution, integrate it into your systems, and bring it into production. Many AI consultants deliver concepts and pilots. We deliver software that runs.

Related topics

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AI as a tool, not hype?

In the workshop, we identify together where AI has the biggest impact in your company.