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CogniTech Systems: bespoke software development and digital adoption

CogniTech Systems

CogniTech Systems LTD is a software engineering company based in Chester, United Kingdom. We design, build and support software, AI and IoT systems for corporate clients and SMEs, working as a managed delivery team or alongside a client's own engineers.

We also build and operate our own platforms, and publish our research and tooling here as open-source projects.

Website · Services · Platforms · Open-source · Contact

What we do

AI and machine learning IoT and edge Web systems Infrastructure
Machine learning, computer vision, generative AI and local models. IoT devices, gateways and servers. ERP, CRM, ecommerce, content management and specialist business systems. Cloud architecture, DevOps and CI/CD, infrastructure as code, monitoring and security.

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Platforms

Platform Purpose
CORE The operational platform for business and enterprise.
IntelliConnect Communication infrastructure for IoT devices and AI hardware.
IntelliChain Governance and accountability for digital systems, IoT and AI.

Cogy

Cogy is our secure, self-hosted software development system for AI agents.

Repository Purpose
Cogy Code An AI coding agent and browser IDE that runs on your own hardware.
Cogy Server Identity, access control and audit for AI coding agents.

Open-source projects

Project Focus Licence
Your Voice Locally hosted language models that write documents in your own voice. AGPL-3.0
Bugs Benchmark Benchmarks local language models on real debugging tasks, with every fix verified against hidden tests. AGPL-3.0
Qwen3.8 Claude Code Qwen3.8-27B running locally on Apple Silicon, benchmarked and connected to Claude Code. Apache-2.0
Muse-Glimmer-30B Claude Code Meta's Muse-Glimmer-30B running locally on Apple Silicon, benchmarked and connected to Claude Code. Apache-2.0
MoE on Arc Qwen3.6 mixture of experts on Intel integrated graphics, measuring accuracy as well as speed. Apache-2.0

Write-ups, measured results and screenshots for each project are on our open-source pages.

Programmes

CogniTech Systems is part of AWS Activate, Google Cloud for Startups, Microsoft for Startups, IBM Partner Plus, Intel Software Innovators and Claude for Startups.

Work with us

To discuss a project, arrange a discovery meeting through our contact page. Open positions are listed on our careers page.

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CogniTech Systems LTD · Registered in England and Wales, company number 13953837 · 95 Tarvin Road, Chester, CH3 5EF

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  1. cve-benchmark cve-benchmark Public

    A benchmark system for evaluating how well local language models identify and remediate CVEs.

  2. bugs-benchmark bugs-benchmark Public

    A benchmark system for evaluating how well local language models identify and fix bugs.

    Python 1

  3. qwen3.8-claude-code qwen3.8-claude-code Public

    Alibaba's Qwen3.8-27B running fully local on Apple Silicon: llama.cpp setup, measured benchmarks, speculative decoding, and a Claude Code bridge via LiteLLM.

    Python 1 1

  4. muse-glimmer-claude-code muse-glimmer-claude-code Public

    Meta's Muse-Glimmer-30B running fully local on Apple Silicon: llama.cpp setup, measured benchmarks, speculative decoding, and a Claude Code bridge via LiteLLM.

    Python 9 1

  5. moe-on-arc moe-on-arc Public

    Benchmarking Qwen3.6 MoE on Intel integrated graphics. Measuring accuracy, not just throughput.

    Python 2

  6. your-voice your-voice Public

    Have local large language models write documents in your own voice.

    Python 1

Repositories

Showing 10 of 14 repositories

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