
FinTech & neobanks
Credit scoring models, fraud detection and automated compliance checks for Berlin's financial sector, from neobanks to established institutions.
Your goal
Be visible where AI answers
Automate processes
Build a product
Put AI agents to work
Connect and modernize systems
Know where we stand
Use Cases
CRMStrengthen customer relationshipsPopularE-CommerceBoost online revenueBooking System24/7 appointment bookingProject ManagementCoordinate teamsInvoicingGet paid fasterAnalyticsData-driven decisionsAI development from Berlin-Charlottenburg
For AI development in Berlin, you work with Context Studios, an AI-native development studio in Berlin-Charlottenburg. We build AI agents, RAG systems and LLM integrations with Claude, GPT and open-source models: production-ready, GDPR-compliant and in direct contact with founder Michael Kerkhoff, by video call or in person.
Fixed price after scoping · proposal within 48 h
Last updated:
AI development in Berlin means the technical implementation of AI applications by a local team, from prototype to production system. At Context Studios this covers architecture, model selection, data integration, API development, testing and operation, with personal coordination in Berlin-Charlottenburg.
AI agency BerlinAI software developmentAI app developmentAI development
Production-ready AI from Berlin-Charlottenburg
We deliver code for operation, not just demos: TypeScript, automated tests with Playwright and clean architecture, Next.js and React applications with Claude and GPT in enterprise quality.
Abstraction layers for Claude, GPT, Gemini and Llama allow you to switch models without a rebuild. That way you always use the model with the best balance of quality, cost and data protection.
Pinecone and Weaviate as vector databases, Convex for real-time data, plus PostgreSQL and Redis for structured data and caching, matched to your data volume.
GDPR compliance, EU AI Act requirements, protection against prompt injection, guardrails and encrypted data storage are part of the architecture from the start.
REST and GraphQL interfaces connect your AI to SAP, Salesforce, HubSpot or Microsoft 365, via webhooks, n8n or custom connectors.
With Sentry, PostHog, Grafana and LangSmith we continuously monitor token usage, latency and answer quality of your AI systems.
A free 30-minute video call with Michael Kerkhoff. We get to know your project, assess where AI adds value and give you a first estimate of feasibility, effort and timeframe.
Step 1A detailed feature breakdown, a technical architecture plan and a written proposal covering scope, schedule and a fixed price.
Step 2Agile development with weekly demos and production-ready code backed by automated tests. Goal: a working MVP in about 4 weeks.
Step 3Production deployment with complete documentation and handover. 30 days of free bug fixing from final delivery; maintenance and further development by agreement.
Step 4
Credit scoring models, fraud detection and automated compliance checks for Berlin's financial sector, from neobanks to established institutions.

Analysis of clinical data, drafts of medical letters and decision support, developed in line with MDR and GDPR requirements.

Semantic product search, personalised recommendations and automated product descriptions for online retailers and marketplace operators.

AI features for existing SaaS products: smart search, automated workflows, chat assistants and predictive analytics.

Predictive maintenance of energy assets, intelligent grid control and CO2 optimisation with machine learning.

Automated content creation, intelligent media archives, translation systems and personalised content recommendations.
Examples we can build for you
A RAG system answers support and developer questions from documentation, tickets and code comments and cites its sources.
An agent gathers customer data from the CRM, checks requirements and drafts a proposal that the team only has to approve.
A vector search understands natural-language queries and finds suitable products even without exact terms.
Discuss your AI project in a free 30-minute call: we analyse your requirements and give you a concrete assessment.
Context Studios · Kaiser-Friedrich-Str. 6 · 10585 Berlin