Digital Solutions for Your Industry

Why industry-specific AI development makes a difference

An AI agency that rolls out the same blueprint for every sector will fail to ship any project successfully. Context Studios has therefore built vertical expertise that goes beyond generic tech patterns. In e-commerce we work with Shopify APIs, Klaviyo, and GA4 — and we understand the peculiarities of product catalogue embeddings for semantic search. In the trades and local services sector we integrate tools such as openHandwerk, Streit, or ZEP so that master hourly rates, material prices, and job runtimes flow into one AI assistant. In healthcare we respect German MPG, GDPR, and the requirements of gematik; we process patient data exclusively on German or EU servers and recommend open models when sensitivity demands it. In the legal sector we document hallucination risk explicitly and annotate generated citations with source links. For hiring managers and sector decision-makers this hub page shows which verticals we have already covered — click on your industry for concrete architectures, reference clients, and typical project timelines. Entry remains low-threshold: every industry page closes with an entity-definition block that makes key domain terms legible to search engines and answer engines such as Perplexity or Claude Search.

Data sovereignty, compliance, and model choice per industry

Model choice is rarely a pure quality question — almost always it is also a compliance question. For financial services firms under BaFin supervision we recommend Anthropic Claude via AWS Bedrock in the Frankfurt region — that satisfies the requirements on data location and processor agreements. For medical device manufacturers who want to integrate an LLM into a regulated software product we work with open weights (Llama 3.1, Mistral Large) on dedicated infrastructure. For public sector clients we prefer German hosting providers like IONOS Cloud or Hetzner Dedicated. In e-commerce and consumer-near sectors where latency matters more than maximum model size we use Gemini Flash or Claude Haiku. This map allows sector decision-makers to build a realistic expectation of cost and architecture before the first call. Our benchmark: a fully integrated industry agent with MCP connections to three internal systems costs between 18,000 euros (MVP Sprint) and 45,000 euros (extended rollout). Ongoing operating cost for teams up to 50 people usually stays below 300 euros per month.

From the industry page to a concrete project start

After you click on your industry you land on a page with four consistent building blocks: a hero with entity definition, a feature grid of the relevant solution components, a process chapter explaining how it works, and a FAQ with industry-specific objections. Every industry page links onward to matching use-case pages (for example a booking system for hair salons or practice software for doctors) and to the relevant capabilities. For fast orientation we recommend the federal-states overview: Context Studios serves clients in Berlin, Munich, Hamburg, Cologne, Frankfurt, and Stuttgart remotely and is also available for on-site workshops in the Berlin-Brandenburg region. If your industry is not listed, that does not mean we turn it away — write to us with the problem you want to solve and we will assess whether one of our generic building blocks fits or whether we should open a new vertical branch.