We provide the complete service range starting with the analysis of (your) planned system infrastructure, implementing PoCs (MVPs) up to deploy a production ready system. Solutions based on Spring Boot, Micronaut, Quarkus for JVM/GraalVM solutions to NestJS (based on node.js with Typescript) solutions. Scalable, modular Systems based on Docker and Kubernetes. Service Mesh with Istio.
Services around the ecosystems of Kafka and Pulsar. System Architecture and Connectivity for constrained systems.
Specific analysis and consulting for restricted device environments. Think AKRI, balenaOS, EdgeXFoundry, Project EVE and K3s.
Recent Projects: BEV Wallbox Pooling Prototype, Smart Meter Gateway Monitoring, NestJS-based and Quarkus-based Backends for several Startups, Mobile Apps (Ionic)
We can help starting your product journey. From moderating the initial kickoff/brainstorming meetings to UI/UX analysis down the road. From wireframes and PoCs to production. Browser based apps or native Android
You want to enter the age of digitalization? We can help you to analyze your ongoing and newly planned technical processes and adapt suitable ML/DL technologies to your needs. From TinyML to Tensorflow/Keras and PyTorch.
We design, build, optimize and integrate voice enabled dialogs into your existing UX. Voice dialogs based on cloud and/or edge solutions. Including open source solutions like RASA, Spacy, NLTK and others. From BERT to GPT
We offer setup and operation of scalable video broadcasting solutions. Including One-to-Many, secured one-on-one or Many-to-Many streams. Offers include Jitsi, Pion and other WebRTC-based frameworks, Nextcloud and other open source solutions.
Buildup and operations of scalable backends based on Spring Boot, Micronaut, Quarkus or Node.js/NestJS. Integrating Traefik, Keycloak Identity Management, Prometheus and Grafana Monitoring, Consul. Dockerized. K8s-d, integrated.
From ESP32 to the Jetson Nano, from Arduino to RPi or iMX systems. Integration of neural accelerators, video and various IoT data sources for intelligent solutions. TinyML, OpenCV, YOLO. MQTT, CoAP, OPC-UA, LoRa et. al. Add system environments/OS like AKRI, balenaOS, EdgeXFoundry, Project EVE and K3s.
From IoT and Smart Cities to Car2Car Communication: The amount if data to be ingested into systems grows rapidly. Intelligent data normalization is important to be able to retrieve and use data objects for uses cases, which are not yet known. Talk with us about metadata enhanced "Data Spaces" and how to manage lots of data.
Services based on our workhorses Kafka, Pulsar, S3, Hadoop etc. Either on-premise, cloud-based or hybrid.
Preprocessing of data streams - Video for example - allows one to trigger events right when you need them. Detect anomalies, unwanted clustering of objects or check customer behavior in a store. The combination of video and machine learning allows for modern use cases. Based on existing camera hardware or our custom ML-enabled camera devices.
Modern User Interfaces must support a wide range of target systems, from touch based UI to natural language dialogs. From the basic idea to the UX concept, final wireframes and frontend implementation. Providing proposals and solutions to solve the impedance mismatch of different UI technologies in a multi modal UX environment.
Adapt the same content to various target devices
Adapt your UI to specific system levels
Instant response based on touch events
Connect NLP support to your overall design
From domain specific local NLP support to powerful cloud systems
Realtime gesture detection based on machine learning capabilities even on edge devices
Finding the sweet spot between browser based and native apps for mobile systems. For browser-based we bet on Ionic.
Your customer demands a high level UX, even on restricted devices