WAO helps teams benchmark real AI workloads, compare configured providers, understand AI Health, and turn controlled evidence into better technical and business decisions. Invite-only beta.
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Hi Product Hunt - I am Vaibhav Sharma, founder of Waltrump Technology.
We built WAO after seeing the gap between “an AI call works” and “we have enough evidence to trust this system for a real workload.”
Provider demos and usage dashboards are useful, but teams still need workload-specific answers across quality, latency, cost, reliability, confidence, risk, evidence coverage, readiness, and the next improvement action.
WAO connects representative benchmarks, Provider Intelligence, controlled Gateway evidence, AI Health, 23 customer-safe Quality Metrics, and reports into one decision journey. It is provider-neutral and explicit when evidence is missing, inconclusive, or limited.
This is an invite-only beta launch, not General Availability. We are looking for product teams, AI builders, and enterprise evaluators with one real AI decision they want to improve.
I would value feedback on the product story, integration choices, and the evidence your team needs before scaling an AI application.
- Vaibhav
vaibhav@waltrump.com | waltrump.ai