All Case Studies
Explore how AI is transforming businesses across sectors.
Krafted — Building an AI Product Page Generator for Shopify
How we built and shipped Krafted — an AI-powered Shopify app that generates CRO-optimised product pages from any product URL. Pipeline architecture, model decisions, platform constraints, and Shopify reliability engineering.
Building an AI Fitness Coaching Platform: The MintFit Story
How we built MintFit — an AI coaching platform for a specialist 50+ training studio. RAG pipeline, LangChain, AWS Amplify, and what made it genuinely hard.
Building a RAG Chatbot for ADAC: Semantic Search Across 2 Million Documents
How we built ADAC's RAG chatbot and semantic search across 2 million documents — content-type-aware chunking, hybrid BM25+Pinecone retrieval, Cohere Rerank, and German automotive TTS with SSML.
How We Built Cryptozilla: A Non-Custodial Crypto Wallet App in React Native
How we built Cryptozilla — a non-custodial BTC, ETH, and ERC-20 wallet app in React Native, with BIP-39/BIP-44 HD derivation, AES-256 encrypted keystore, biometric auth, certificate pinning, and the FLAG_SECURE + Reanimated conflict that reshaped the security architecture.
CurveTrace: Parametric Bézier Curve Detection for Fraunhofer IGD
How we co-developed CurveTrace for Fraunhofer IGD — a parametric Bézier curve detection engine with sub-pixel accuracy and 40% outlier tolerance, adopted in AUV vision, CAD digitisation, and handwriting recognition.
Building an AI Guest Assistant on WhatsApp with Airtable as the Backend
How we built a 24/7 AI guest assistant on WhatsApp for a 60+ property short-term rental operator — LangChain + GPT-4o, Airtable backend, multilingual support, and 83% autonomous resolution rate.
How We Built TalentFilter: AI Candidate Screening Across Three Evaluation Layers
How we built TalentFilter — a three-layer AI candidate screening platform with GPT-4o video evaluation, IRT-adaptive examination, and interview intelligence briefs. Built for EU AI Act auditability.
Building BSI's MIP: Germany's National Cybersecurity Incident Reporting Portal
How we built BSI's MIP — Germany's national NIS2 cybersecurity incident reporting portal. 7-state append-only compliance workflow, Keycloak OIDC/ELSTER identity, end-to-end encrypted payloads, and federal pen test.
How We Built Sandoz's Global Pharma Web Portal for 100+ Markets
How we built Sandoz's global web portal across 100+ markets — MLR compliance state machine, Okta CIAM for HCP gating, Elasticsearch with ATC codes, and multi-locale regulatory content variants.
Gender Inference at Scale: Mapping Scientist Migration for Max Planck MPIDR
How we built MPIDR's 8M-record bibliometric pipeline — three-source gender inference ensemble, author disambiguation at scale, and 25-year scientist migration analysis. Published at ISSI 2021.
Marc O'Polo: Headless CMS Migration for 37 E-Commerce Storefronts
How we migrated Marc O'Polo from an in-house monolithic CMS to Storyblok — mid-relaunch — while simultaneously running a full UI/UX revamp of their storefront across 37 markets and 6 languages.
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