Applied Intelligence Practice
Atriom Cycle is an applied intelligence practice focused on designing and prototyping AI-integrated, analytics-driven systems—from personalized dashboards to intelligent monitoring platforms. We help our clients transform systemic complexity into usable, high-clarity tools.
Whether in research, health, finance, agriculture, or ecological infrastructure, we do two things:
We create bespoke digital systems—always focused on:
We don't serve a single industry. We serve a type of mindset:
Looking to build statistical platforms, meta-analysis tools, AI-enhanced data visualizations, or publishable dashboards.
Want to design robust, explainable, and real-time analytics tools with scientific grounding.
Need distributed IoT + AI systems for monitoring, prediction, and dashboard-based control.
Looking to prototype a specialized AI tool, analytical app, or insight system with minimal overhead.
We typically accept high-context, mid-size projects that require deep domain understanding and technical expertise. Our service model is structured to deliver clear, actionable results at every stage.
| Service | Deliverables |
|---|---|
| Consultation | Concept architecture, AI feasibility report, implementation blueprint, data & pipeline recommendations |
| Prototype/MVP | Fully functional dashboard (web-based), AI model integration, API pipelines, system documentation |
| End-to-End Project | Full data + AI + dashboard stack, CI-ready codebase, deployment instructions, user guides |
We design full-cycle solutions based on a proven architecture that consistently delivers results:
| Layer | Description |
|---|---|
| Consultation | Needs analysis, data strategy, feasibility of AI, system architecture |
| Prototyping | MVP-style AI-augmented dashboard, backend pipeline, model integration |
| Delivery | Clean codebase, dashboard UI, system documentation, future scaling plan |
To maintain focus and depth, we don't work in:
We're not an agency. We're not a dev shop. We're a thinking practice—engineers of applied intelligence.
Below are selected projects that demonstrate our capabilities in designing and implementing AI-integrated systems across different domains. Each project showcases our approach to transforming complex data and processes into clear, actionable tools.
An AI-integrated meta-analysis platform designed for researchers. Offers guided statistical modeling, bias assessment, and visualization tools. Built using R Shiny and integrated with GPT-based AI support.
A system for assisting quantitative traders with explainable, real-time pattern detection and AI-generated feedback over market data visualizations and indicators.
An open HRV analysis platform using Polar H10 sensors, focused on transparency and clinical-grade validity. Includes mobile app, signal processing API, and dashboard with interpretive models.
A distributed, solar-powered environmental monitoring system using AI for anomaly detection and irrigation decision support. Deployed from Berlin to almond farms with real-world resilience.
We're excited to hear about your project and how we might be able to help. Whether you're at the early concept stage or ready to implement, our team is ready to discuss how we can transform your complex data needs into clear, actionable intelligence systems.