Selected technical experience.

Projects that show the kind of problems we can solve and how we approach them. sadeni is a new company: this work comes from its founder's experience and technical demonstrations, not completed sadeni client contracts.

Diagrams on this page are conceptual illustrations of each system's architecture. No client names, performance figures or results are stated.

  1. SOURCESCOLLECTLLM PARSEREPORTCONCEPTUAL DIAGRAM
    W.01Founder experience

    AI Competitor Intelligence Automation

    An automated platform that monitors competitors, processes the information it collects and generates structured intelligence reports.

    Challenge
    Keeping track of competitor activity by hand is slow and inconsistent. Information arrives from many sources in different formats.
    Approach
    • Scheduled collection from defined public sources.
    • Language-model processing to extract, classify and summarise relevant changes.
    • Structured report generation in a consistent format for review.
    • Python
    • n8n
    • LLMs
    • APIs

    Where this applies: The same pattern applies to tender monitoring, regulatory updates and supplier tracking.

  2. SENSINGFEEDBACKPERSON-CENTRED LOOPCONCEPTUAL DIAGRAM
    W.02Founder experience

    Intelligent Assistive Technology

    Research and development involving accessible technology and intelligent systems.

    Challenge
    Assistive devices must be reliable, simple to use and designed around the needs of the person using them, not the technology.
    Approach
    • User-centred requirements and accessibility considerations.
    • Integration of sensing, processing and intelligent feedback.
    • Iterative prototyping and testing.
    • Embedded systems
    • Machine learning
    • Sensors
    • Prototyping

    Where this applies: Relevant to housing associations, care providers and public services exploring accessible technology.

  3. FEATUREDSPCLASSSDR CAPTURE / IQCONCEPTUAL DIAGRAM
    W.03Founder engineering R&D

    RF Signal Classification

    Engineering research involving software-defined radio, RF signal processing and machine-learning-assisted classification.

    Challenge
    Identifying signal types in a crowded spectrum by hand requires specialist expertise and does not scale.
    Approach
    • Signal capture using software-defined radio.
    • Signal processing and feature extraction with embedded processing.
    • Machine learning models to assist with classification.
    • SDR
    • DSP
    • Python
    • Machine learning
    • Embedded processing

    Where this applies: Underpins work on wireless monitoring, communications reliability and spectrum awareness.

  4. SPEECHSENSORSLOCAL LLMVOICEMOTIONCONCEPTUAL DIAGRAM
    W.04Founder project work

    Robotics & AI Assistants

    Development of conversational AI, robotics integration and intelligent interactive systems.

    Challenge
    Combining speech, language models and physical hardware into one system that responds reliably in real time.
    Approach
    • Speech input and language-model reasoning, including local models.
    • Integration with robotic hardware and electronics.
    • Interaction design for natural, predictable behaviour.
    • Python
    • Local LLMs
    • Speech
    • Robotics
    • Electronics

    Where this applies: Applies to reception assistants, guided demonstrations and interactive service points.

  5. CRMFINANCEFORMSWORKFLOWRECORDSALERTSCONCEPTUAL DIAGRAM
    W.05Founder experience

    Engineering Automation

    Development of workflows integrating software systems, APIs and automation tools.

    Challenge
    Business tools that do not connect create duplicated effort and errors when data is copied between them.
    Approach
    • Mapping the existing process and its data flows.
    • Building integrations with APIs and webhooks.
    • Automating the workflow with monitoring and error handling.
    • n8n
    • Python
    • REST APIs
    • Webhooks

    Where this applies: Directly applicable to engineering consultancies, councils and SMEs with disconnected systems.

Recognise a similar problem?

If your organisation has a process like one of these, a short conversation is the fastest way to find out whether we can help.

Discuss a Project