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Design the stack before buying hardware, so local AI serves the workload instead of the other way around.
Design the local model, hardware, storage, and operations setup needed to run AI in your own environment.
Local AI is powerful, but it is not magic privacy dust. It is infrastructure, and infrastructure needs ownership, monitoring, updates, and boring capacity planning.
Local AI only works when the whole system is designed: model choice, hardware, storage, security, access control, monitoring, backups, and operational ownership.
We help your technical team choose a realistic architecture and avoid expensive infrastructure that looks impressive but does not serve the workload.
IT, DevOps, and technical teams
We start with workload sizing: use cases, data volume, latency needs, users, privacy requirements, and operations capacity.
Compare local, private cloud, and API-based options against the real workload.
Design model serving, storage, access control, observability, backup, and update paths.
Create a practical rollout plan with capacity assumptions and cost tradeoffs.
By the end, your team should have something it can use, decide from, or keep improving.
AI should be useful without weakening control, privacy, or accountability.
Recommendations include operational responsibilities, not just hardware specs.
Security boundaries and access control are designed before deployment guidance.
Benchmarks are tied to expected workload, not vendor headline numbers.
Yes. We sign an NDA before we touch a single real document. Sensitive data is always processed in your own systems — we don't copy anything out.
I (Andres) lead every project end-to-end. When needed I bring in narrow-specialty experts, but you always have one point of contact.
Depends on the service, but every one is structured so that the first visible result lands within 1–2 weeks. Longer engagements are split into 2–6 week sprints.
No. Every engagement starts with a fixed-scope first phase. After that we decide together whether to continue, pause, or change direction.
Services that often work together
A free 30-min conversation — no high-pressure pitch, no commitments. Just an honest discussion about your situation.