Question 1

How do we get started with AI integration?

Accepted Answer

With a free, no-obligation introductory call. We discuss your processes, bottlenecks and ambitions. Based on that, we show you how AI can concretely help. No commitments — just an open conversation about the possibilities.

Question 2

How long does a project take?

Accepted Answer

Most projects deliver results in 4-8 weeks. We work in short sprints with weekly demos, so you see progress immediately. No months of waiting for a final result.

Question 3

What if we don't have a technical background?

Accepted Answer

Then you're in exactly the right place. We translate technology into understandable language and concrete results. You don't need to know how AI works — we make it work for you.

Question 4

How about data privacy?

Accepted Answer

Your data stays your data. Always. We work privacy by design, are GDPR-compliant and build with full transparency. We work under NDA on request. No vendor lock-in, no data floating around somewhere.

Question 5

Which AI models do you use?

Accepted Answer

We choose the best model for the task: OpenAI GPT, Anthropic Claude, or open-source alternatives. The choice depends on your use case and privacy requirements. We advise, you decide.

Question 6

Do you also work with smaller companies?

Accepted Answer

Absolutely. Smaller companies often benefit enormously from AI and automation. The impact is often greatest where processes are still manual. We build solutions that match your scale.

Question 7

How do you help with AI and compliance?

Accepted Answer

We advise on the impact of AI on your existing certifications and compliance requirements. From ISO 27001 and 42001 to GDPR and EU AI Act — we help set up processes so AI is deployed safely and compliantly.

Question 8

What makes CoShift different?

Accepted Answer

We're not an agency that sends a quote and disappears. We work with your team, share knowledge and stay involved. It's about partnership, not a one-time transaction. Plus: we build what we preach — this site runs on AI.

Question 9

What is MCP and why does it matter?

Accepted Answer

MCP (Model Context Protocol) is the standard that lets AI models communicate directly with your tools and systems. Think your IDE, database, CRM or internal docs — all accessible to AI. We build custom MCP servers so your team works faster and smarter.

Question 10

Can you help our development team with AI?

Accepted Answer

Definitely. From AI-assisted code reviews to automated testing, from MCP implementation to RAG systems for internal knowledge bases. We help your team become more productive without losing control.

Question 11

Is AI suitable for SMBs?

Accepted Answer

Absolutely. SMBs often see the biggest impact. Many processes are still manual — think invoicing, customer service, reporting. AI automation is affordable and delivers immediate results. We start small and scale up.

Question 12

Can you set up a private AI environment?

Accepted Answer

Yes. We build fully isolated AI environments where no data leaves your infrastructure. Private cloud or hybrid. Ideal for sectors with strict data requirements like healthcare and finance.

Question 13

Do you offer AI workshops and training?

Accepted Answer

Yes. From half-day awareness sessions to multi-day hands-on training. Your team learns to work effectively with ChatGPT, Claude, Copilot and other AI tools. Including best practices, prompting techniques and compliance guidelines.

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