How long does the sprint take?

Most sprints run 4–8 weeks from kickoff to go-live. We deliver a first working prototype within the first two to three weeks so you can test against real cases early, rather than waiting until the end.

How is an AI agent different from a chatbot?

A chatbot mainly answers questions. An AI agent takes action — it reads context from your systems, follows multiple steps, and completes a task end to end, such as drafting a quotation, screening documents, or processing a booking. The MVP sprint focuses on that action-taking capability.

Does the agent need access to our internal data and systems?

Yes — the value comes from working inside your real environment. We integrate with the data sources, tools, and APIs relevant to the chosen use case, using least-privilege access. You stay in control of exactly what the agent can read and do.

Is the solution GDPR-compliant for a research or industrial setting?

Yes. We build GDPR-compliant by design, with EU hosting and on-premise deployment available. For Dresden's research institutes and semiconductor clients with strict data requirements, sensitive data can stay entirely within your own infrastructure.

Can you work remotely or do you come on-site in Dresden?

Both. We work efficiently remotely and can be on-site in Dresden & Region for kickoffs, workshops, and integration when that helps. Whichever fits your team — the fixed price stays the same.

AI Agent MVP Sprint · Dresden & Region

AI Agent MVP Sprint Dresden

Go from idea to a working AI agent in weeks, not quarters. In Europe's largest microelectronics hub, we build a focused first agent that proves real value before you commit to a full rollout.

100% Code OwnershipGDPR-compliantFixed priceRemote & on-site

Guide: AI agents in business

What is an AI Agent MVP Sprint?

An AI Agent MVP Sprint is a short, fixed-scope engagement that turns one concrete use case into a working AI agent — software powered by leading language models (LLMs) that can read context, take steps, and complete tasks on its own. Instead of a long planning phase, you get a usable minimum viable product fast, so teams in Dresden & Region can validate the value with real data before scaling. We focus on a single high-impact workflow first, then expand once it earns its keep.

Typical use cases in Dresden: Microelectronics & semiconductors, Machinery & plant engineering, Research & science, Tourism & culture
Project duration: 4–8 weeks to go-live
Starting price: Fixed price after scoping.
Models: Leading language models, selected per task
Data protection: GDPR-compliant, EU hosting & on-premise available

Context Studios in Dresden, All AI services, AI agents guide

From idea to a working agent — fast

A tightly scoped sprint that delivers a real, measurable result instead of a slide deck.

One high-impact use case

We pick the single workflow with the clearest payoff and ship it first, so you see real results in weeks instead of debating a full roadmap.

An agent that takes action

Your agent doesn't just answer questions — it reads context, follows steps, and completes tasks, freeing your team from repetitive manual work.

Connected to your systems

We integrate the agent with the tools, data sources, and APIs you already run, so it works inside your real environment, not a sandbox.

Built for compliance

GDPR-compliant by design with EU hosting and on-premise options — the safe choice for Dresden's research institutes and industrial clients.

Proof before you scale

Every sprint ends with clear metrics on time saved and quality, so you can decide to expand based on evidence, not assumptions.

You own everything

100% code ownership and full documentation mean no lock-in — your team can extend, host, and maintain the agent independently.

How we build your solution

Transparent fixed-price process — from idea to operation.

1
Discovery & use case
Week 1
We map your processes, pick the one workflow with the highest payoff, and define clear success metrics for the agent.
2
Prototype & data integration
Weeks 2–3
We connect the relevant data sources and tools and build a first working agent you can test against real cases.
3
MVP & integration
Week 4
We harden the agent, embed it into your environment, and validate results with your team in day-to-day use.
4
Operation & scale-up
ongoing
We support go-live, monitor performance, and roll the agent out to further use cases once the value is proven.

AI Agent MVP Sprint for Dresden's key industries

Microelectronics & semiconductors

As home to Europe's densest cluster of semiconductor fabs, Dresden plants run around the clock, and AI agents keep yield analysis, equipment logs, and supplier documentation moving without manual bottlenecks. Beispiel: An agent monitors fab production logs in real time, flags anomalies in wafer yield, and drafts a root-cause report before the next shift starts.

Machinery & plant engineering

Dresden's precision machinery and plant-engineering firms juggle complex custom orders, and AI agents speed up quoting, technical documentation, and after-sales support across long product lifecycles. Beispiel: An agent reads incoming RFQs, matches them against past projects and parts catalogs, and produces a costed draft quotation in minutes instead of days.

Research & science

With the TU Dresden, Fraunhofer, Max Planck, Leibniz and Helmholtz institutes, the city runs on research output, and AI agents accelerate literature review, grant drafting, and data analysis for overstretched teams. Beispiel: An agent screens hundreds of papers for a new grant proposal, summarizes the relevant findings, and assembles a structured draft for the researchers to refine.

Tourism & culture

Dresden's Altstadt, the Frauenkirche and world-class museums draw millions of visitors, and AI agents help hotels, attractions, and tour operators handle multilingual inquiries and bookings around the clock. Beispiel: An agent answers guest questions in several languages, manages reservations and cancellations, and routes only the genuinely complex cases to a human concierge.

FAQ — AI Agent MVP Sprint Dresden

Fixed price after scoping. Proposal within 48 hours. Because the scope is one clearly defined use case, you know the cost up front with no open-ended hourly billing. After the sprint proves its value, any expansion is scoped and priced separately.

Ready to put a first AI agent to work in Silicon Saxony? Let's pick your highest-impact use case and ship a working MVP in weeks.

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