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Production Diagnostic
Where your LLM feature fails in production, what it costs per request, and what to fix first.
$7,500 · 2 weeks
We make AI systems work after the demo.
Baseweight is an AI engineering consultancy. We build, measure, harden and optimize LLM systems in production.
Work
What we do
Build AI systems
RAG, agents, document processing, and AI features inside your product.
Measure them
Evals that tell you what works and where it fails.
Harden them
Grounding, guardrails, tracing, fallbacks, recovery.
Optimize them
Inference cost and latency, without losing quality.
Train your own models
Open-weight models tuned to one task. The weights are yours.
Run them in production
Deployment, serving, monitoring, handover.
Clients
Who we work with
Startups
You’re shipping an AI product and need senior ML depth for a few weeks rather than a hire. Evals, reliability, cost, or a build.
Agencies
You’ve sold AI work and don’t have an ML engineer. White-label, your brand, day rate or fixed scope, IP yours on payment.
Email usOperators
You run one high-volume task on people or an expensive API. We train a model you own to do it, on your servers.
Offers
What we sell
Start