AI in web and app products
Assistance features, intelligent search, generation & support directly in the interface.
AI & Automation
Artificial intelligence only unfolds its value once it is reliably integrated into systems, data and processes. We take LLMs and AI workflows from the pilot phase into productive use – securely, efficiently and measurably. We do not think of AI as an add-on feature, but as an integrated building block of your digital value creation.
What we do for you
RAG (knowledge integration)
Connecting internal sources (e.g. DMS, wiki, tickets, CRM), source references, freshness and permissions
Process automation
Classification, extraction, summarisation, routing, drafting – with handover to teams or systems
System and API integration
Integration into existing services, workflows and tools (e.g. service, sales, operations)
Quality, evaluation & guardrails
Test scenarios, benchmarks, prompt/policy logic, safety mechanisms against misbehaviour
Operations (LLMOps)
Monitoring (quality/latency/cost), logging, fallback strategies, continuous optimisation
Our approach
We are ending the era of endless proofs of concept. Our process is geared towards productive operation: we validate the business value and the technical risks before the first line of code is written. Instead of isolated experiments, we build robust architectures from day one that natively integrate data protection, governance and scalability. We combine agile speed with technical discipline to embed your AI solution in your system landscape not only quickly, but as a maintainable, secure software asset – without a rude awakening over costs or compliance.
Results you can expect
- AI featuresthat are actually used – integrated into tools and journeys
- Shorter turnaround timesin service, back-office and knowledge processes
- Traceable qualitythrough tests, metrics and continuous improvement
- Secure usethrough permissions, data protection logic, auditability and policies
- Controlled coststhrough monitoring, routing/model selection and efficient workflows
Let's get started
Whether a first AI use case or scaling an existing solution: we integrate AI so that it delivers reliably – technically clean, quickly effective and operable in the long term. Talk to us – we will define the most efficient next step (assessment, pilot or production rollout).