Enterprise AI, from strategy to production
San Diego, CA · Generative AI Engineering
Generative AI for San Diego teams that searches research, engineering and support knowledge, with every answer traceable to its source.
Generative AI Engineering in San Diego
San Diego combines one of the country's largest biotech and genomics clusters with the Navy and a deep defence supply chain, wireless technology firms and major health systems. AI work here often involves either sensitive genetic data or controlled defence information.
Where it fits
Plain-language questions across papers and internal data.
Answers from specs, test reports and past tickets.
Built for California rules
Notice, opt-outs and data minimisation for personal data AI uses.
Controlled unclassified information kept inside assessed environments, AI tools included.
Validated systems, audit trails and e-signatures for regulated records.
Stricter-than-HIPAA limits on sharing medical information.
Working together · Pacific Time
Your early morning is our late evening, so we meet live as your day starts and build while you sleep.
How we work
We agree what a good answer looks like and build a test set.
We connect trusted sources and design retrieval around them.
We measure accuracy, safety and cost, and iterate until it holds up.
We launch with monitoring and feedback loops that keep it improving.
Yes. For sensitive work we can host models in your own environment with no calls to external services.
Retrieval-augmented generation (RAG) finds the most relevant passages in your own content and gives them to the language model with the question, so answers are grounded in your data and can cite their sources.
Often not. Good retrieval and prompt design solve most enterprise use cases. We recommend fine-tuning only when evaluations show it clearly improves quality, cost or speed.
We design around your security requirements: private deployments where needed, access controls applied to retrieval, no training on your data without consent, and full logging.
Let's talk
We help you navigate Enterprise AI, from first use case to production.
Let's connect