Evaluation-first frameworks. Production-ready in less than 30 days. Reliable long-term.
If we can't show a clear path to ROI — you don't pay.
We identify evaluation gaps and model realistic ROI gains to determine go/no-go for production deployment.
We deploy automated testing infrastructure to catch edge cases, data quality issues, and confidence problems before launch.
We deploy your agent with weekly monitoring, so it stays consistent in production and improves over time.
Our AI Design Sprint method takes your team from start to prototype in under 30 days. It's the quickest, most reliable way to automate manual work.
// concept to prototype in 30 daysCustom project consulting using our workflow-first framework and ROI model so your AI automation projects deliver the business impact you want.
// workflow-first frameworkEnterprise-grade AI agents with evaluation frameworks, monitoring, and guardrails built in. Production-ready in 6–8 weeks.
// production-grade agentsAI agents designed, built, and governed to run inside your existing operations — not around them. Real capacity back for your team without changing your stack.
// deploy & govern"The evaluation framework approach is critical — we were stuck for 6 months. Magnetiz helped us deploy our first production agent in 7 weeks."
"The AI Design Sprint™ is truly a powerful tool to ideate, prototype, and align with both business and IT on new AI concepts."
"Before working with Magnetiz, our agents broke in production. The evaluation-first method caught edge cases we never would have found."
"The weekly eval monitoring and trace records catch drift before anyone even notices issues."
The Model is NOT the Product.
If we can't show a clear path to ROI — you don't pay.
Schedule a call to see where evaluation-first AI fits your business.