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Universal Data Ingestion Pipeline for GenAI & RAG

Universal Data Ingestion Pipeline for GenAI & RAG

Media
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We built a universal data ingestion and knowledge pipeline that can take almost any type of file – PDF, Excel, XML, JSON, images, audio,…

Integrated Sports Analytics Platform for Performance & Tactics

Integrated Sports Analytics Platform for Performance & Tactics

Sports
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We built an integrated sports analytics platform that combines wearable sensors, video streams and contextual data to give coaches and performance staff a complete,…

AI-Powered Posture Coaching with Wearable Sensors

AI-Powered Posture Coaching with Wearable Sensors

Art
Show project

We built a proprietary IoT sensor app and AI algorithm to track the posture and movement of ballet dancers in real time and deliver…

GenAI Copilot for Structured Finance

GenAI Copilot for Structured Finance

Finance
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We designed and implemented a GenAI copilot that becomes an extra team member for structured finance professionals. Instead of digging through folders, spreadsheets and…

Real-time Health Dashboard with Wearable Sensors

Real-time Health Dashboard with Wearable Sensors

Health
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We built a real-time health monitoring dashboard powered by our proprietary wearable sensor platform and AI algorithms, designed for continuous patient observation in hospitals,…

Media

Universal Data Ingestion Pipeline for GenAI & RAG

We built a universal data ingestion and knowledge pipeline that can take almost any type of file – PDF, Excel, XML, JSON, images, audio,…

  • Strategy

    Standardised ingestion layer for all file types, schema-agnostic knowledge model, multi-backend storage strategy (SQL, vector, graph), optimisation for RAG and agent retrieval patterns, and built-in observability for quality and governance.

  • Design

    Modular processors for PDFs, spreadsheets, XML/JSON and multimedia (OCR and speech-to-text), enrichment services for embeddings, summarisation and entity extraction, pluggable storage adapters for relational, vector and graph databases, and orchestration that exposes the final knowledge layer to GenAI agents, chatbots and analytics tools.

  • Client

    Media company from Germany (EU)

  • Tags

    data ingestion, data lake, data processing, graph db, RAG, vector db

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Sports

Integrated Sports Analytics Platform for Performance & Tactics

We built an integrated sports analytics platform that combines wearable sensors, video streams and contextual data to give coaches and performance staff a complete,…

  • Strategy

    End-to-end sports data platform focusing on data fusion from sensors, video and existing tools; AI models for biomechanical, load and tactical KPIs; coach-friendly visualisations; and modular design that can adapt to different sports and competitive levels.

  • Design

    Data ingestion from multiple sensor types and camera systems, time-synchronisation and alignment of all sources, feature extraction for performance and risk indicators, tactical analysis layers for positioning and team behaviour, and interactive dashboards with drill-down views for coaches, analysts and medical staff.

  • Client

    Basketball and Football clubs in Italy and Croatia (EU)

  • Tags

    ai, data lake, data processing, iot, video analysis

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Art

AI-Powered Posture Coaching with Wearable Sensors

We built a proprietary IoT sensor app and AI algorithm to track the posture and movement of ballet dancers in real time and deliver…

  • Strategy

    Wearable IoT architecture for real-time motion capture, AI models for posture reconstruction and deviation detection, mobile-first feedback design for dancers and coaches, and a data model that generalises to multiple sports and performance contexts.

  • Design

    Multi-sensor wearable setup with low-latency streaming to a mobile app, signal processing and feature extraction pipeline, AI algorithm for posture scoring and anomaly detection, intuitive UI with real-time cues and session summaries, and secure storage for longitudinal progress tracking and future analytics.

  • Client

    Theatre in Croatia (EU)

  • Tags

    ai, app, data lake, iot

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Finance

GenAI Copilot for Structured Finance

We designed and implemented a GenAI copilot that becomes an extra team member for structured finance professionals. Instead of digging through folders, spreadsheets and…

  • Strategy

    Multi-agent GenAI framework, retrieval-augmented generation (RAG), role-based access control, security and compliance requirements, AI evaluation and monitoring.

  • Design

    Domain-tuned GenAI agents, integration with internal data lake and document stores, prompt and workflow orchestration, conversational UI, dashboard for usage and quality metrics.

  • Client

    FinTech startup in NYC (USA)

  • Tags

    chatbot, data lake, finance, genai

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Health

Real-time Health Dashboard with Wearable Sensors

We built a real-time health monitoring dashboard powered by our proprietary wearable sensor platform and AI algorithms, designed for continuous patient observation in hospitals,…

  • Strategy

    Edge-first digital health architecture, robust wearable sensor integration, AI models for fall and activity detection, clinician-friendly dashboards and support for both hospital and home-care use cases, including offline operation with secure synchronisation.

  • Design

    Wearable sensor app with low-latency streaming to a mobile or gateway device, on-device processing for fall detection and activity classification, flexible sync to a central backend, web dashboard with patient and ward views, alerts and trends, and configurable KPIs for remote patient monitoring.

  • Client

    Hospital in Croatia (EU)

  • Tags

    ai, data lake, iot, real-time processing

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