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Development, AI and infrastructure: an intelligent team working side by side with the client

A San Francisco tech startup building a cybersecurity product found in Intermedia IT an intelligent team that combined development, AI expertise, and infrastructure—delivering a product in production.
The client
A San Francisco-based tech startup was developing a software product to address a problem in the cybersecurity industry.
The founding team had the product vision and domain knowledge. What they needed was a high-level technical team that could execute alongside them, without the time and cost of building their own team from scratch.
Intermedia IT's intelligent team
Intermedia IT assembled a dedicated team that integrated into the client's workflow from day one. It was not a traditional vendor-client relationship: the Intermedia IT team actively participated in technical decisions, proposed solutions, and contributed three key capabilities simultaneously.
  • Product development. The team took charge of end-to-end product construction, working in agile cycles aligned with the client's priorities and delivering continuous progress.
  • AI expertise. The product's core required sophisticated design with language models and advanced techniques such as RAG, chain of thought, and model fine-tuning. The Intermedia IT team brought that expertise directly, sparing the client from having to search for specialized profiles separately.
  • Infrastructure and DevOps. Beyond development, Intermedia IT managed the infrastructure needed for the product to operate reliably, scale with demand, and integrate with the client's systems.
The results
The product they built together achieved concrete, measurable results from its earliest versions.
What this case reflects
For this startup, adding Intermedia IT's team was the difference between having an idea and having a product running in production. For Intermedia IT, it was a concrete example of what an intelligent team means: not just executing, but thinking alongside the client and being part of the outcome.

Technologies

Python
LiteLLM
Claude
ChatGPT
Llama
RAG

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