Understand the environment.
Map dependencies, requirements and operational constraints.

WIDEBAND is a technology systems integrator combining software engineering, cloud infrastructure, server administration, networking, cybersecurity and automation. We also integrate language models through public APIs and private local deployments, supported by our own lab.
WIDEBAND has been operating since 2014. Our founder has worked with systems and networks since 2001, bringing 25+ years of experience to the company. That perspective connects our infrastructure and networking work with the cloud platforms, software and language models we integrate today.
Map dependencies, requirements and operational constraints.
Agree interfaces, responsibilities, tradeoffs and acceptance criteria.
Build in controlled phases, test behaviour and document decisions.
Establish monitoring, recovery procedures and practical handover.
WIDEBAND Lab
In our own lab, we test LLM integrations, local deployments and model training approaches. We use it to assess response quality, resource needs and data flows before deciding how a solution should run in production. Whether you use a public API such as OpenRouter or keep the model within your own infrastructure, we connect it to the applications and workflows that need it.
We also build modular compute containers with servers and GPUs for AI workloads at solar and wind farm sites.
Explore AI and LLM deploymentsDescribe your systems and what you want to change.