A senior engineer takes your stalled AI from prototype to production: evals, guardrails, retrieval, cost, and reliability. End to end, or embedded with your team.
The API call is easy. Making an LLM system correct, safe, cheap, and reliable enough for real users is the hard part, and it is exactly what stalls in the 95%.
Nobody can prove it is right. Quality silently drifts and no one notices until a customer does.
It makes things up with confidence. Without guardrails and grounding, one wrong answer costs the deal.
Fine in a demo, unaffordable at scale. No caching, no routing, no idea what a request costs.
Eight questions across the six dimensions that decide whether an AI system ships. You get a grade, your ship-probability, and your single highest-leverage fix.
Most teams start with the free teardown, move to a fixed-fee audit, then a build, and keep us on to hold the line in production.
The free tool above. See your grade and your #1 blocker in two minutes.
Fixed-scope review of your AI system with a concrete, prioritized path to production. A shippable plan, or you do not pay.
We execute the fixes: evals, guardrails, retrieval, cost, integration. End to end, or embedded with your team. Priced on the value, not hours.
Ongoing evals, monitoring, and drift control so it stays correct after launch.
Tovasol delivers principal-level AI engineering under your brand. You keep the client and the margin. We stay invisible, no bench cost, no hiring cycle.
Two minutes, no signup to see your grade and your #1 blocker. Then decide if the audit is worth a call.
Run the teardown →