Direct Provider Call
Answer without operational intelligence
- Answer only
- Limited visibility
- Hard to compare
- No health tracking
- No improvement roadmap
Pinnacle of Software ExcellenceInvite-only free beta · first 100 organizations
Help shape the AI Performance Intelligence Platform.
WAO is currently open for an invite-only free beta. Start Free Benchmark now, or request reviewed access to provider comparison, AI Health, Gateway Intelligence, and expanded beta capabilities. Payments are disabled during this cohort.
WAO / Waltrump AI Orchestrator
Measure. Compare. Improve. Trust Your AI.
WAO routes every AI request through a measurable intelligence layer, helping teams choose providers, compare results, monitor AI Health, and continuously improve AI performance.
Correct AI issues, predict emerging risks, and reduce failures before production using evidence-based AI Health Intelligence.
- Route AI requests through WAO
- Choose your provider or let WAO Auto-Select
- Compare quality, latency, cost, and safety
- Turn every request into measurable evidence
- Track AI Health and improvement opportunities
Why Route AI Through WAO?
Direct provider calls return answers. WAO turns requests into intelligence.
Every controlled WAO request can preserve the answer path while adding provider context, safety signals, metrics, evidence, AI Health contribution, and improvement guidance.
WAO Request
Answer plus measurable evidence
- Answer
- Provider and strategy used
- Latency and cost estimate
- Safety and confidence signals
- Evidence recorded
- AI Health contribution
- Improvement recommendation
Customer Problem
AI is powerful. But is your AI performing well?
Teams ship AI into real products, but often cannot explain quality, provider fit, cost, reliability, safety, or business impact with evidence.
AI output quality is hard to measureProvider selection is confusingPrompts work in testing but fail in productionLatency and cost tradeoffs are unclearBusiness impact is not measurableAI systems lack governance and observabilityTeams do not know how to improve AI over time
WAO turns uncertainty into evidence
WAO turns AI performance into measurable evidence, scores, comparisons, recommendations, and continuous improvement.
Corrective / Predictive / Preventive
Correct. Predict. Prevent AI performance issues.
WAO helps teams correct AI issues, predict AI risks, and prevent avoidable AI failures using evidence-based AI Health Intelligence. Results depend on the evidence available and still require human review.
Corrective Intelligence
Find what is weakening your AI today.
- Weak prompt quality
- Poor provider fit
- Slow response
- Unsafe output
- Inconsistent results
Predictive Intelligence
Identify risks before they become production problems.
- Low confidence
- Insufficient evidence
- Rising latency
- Provider reliability risk
- Scaling risk
Preventive Intelligence
Stop AI failures before they affect users.
- Benchmark before production
- Compare providers before commitment
- Use WAO Auto-Select
- Configure Gateway policies
- Monitor AI Health continuously
Core Value Features
Everything your team needs to improve AI with evidence
Start with a benchmark, compare configured providers, understand AI Health, and use recommendations to improve before and after production.
Free AI Benchmark
Test your prompts and workflows before production, then see quality, latency, safety, and performance evidence.
Multi-Provider Comparison
Run the same workload across configured providers and compare quality, latency, cost, safety, token usage, and confidence.
AI Health Score
Understand quality, reliability, safety, confidence, maturity, cost, latency, and improvement potential.
WAO Auto-Select
Let WAO recommend a provider strategy based on performance goals, configured providers, plan access, and evidence.
Gateway Intelligence
Route AI requests through a measurable, provider-neutral execution layer with usage and health signals.
Improvement Roadmap
Receive practical recommendations to improve prompts, context, reliability, governance, and business outcomes.
Useful For Everyone
From small AI apps to enterprise AI systems
WAO is useful whether you are validating a first AI feature, improving a SaaS product, comparing providers for clients, or governing AI across teams.
Small AI Apps
Test prompts, compare results, reduce guesswork, and improve quality before users complain.
Startups
Prove AI performance, create investor/customer proof, and choose the right provider strategy.
Agencies
Compare providers for client workloads and generate evidence-based reports.
SaaS Products
Monitor AI reliability, latency, cost, and quality after launch.
Enterprises
Govern AI usage, track AI Health, manage provider strategy, and generate executive insights.
Private AI Systems
Evaluate private or OpenAI-compatible models under a measurable performance layer.
Provider Comparison
Compare AI providers with evidence
Use OpenAI, Claude, Gemini, DeepSeek, or a private OpenAI-compatible provider where configured. WAO can also recommend a provider strategy based on your goal, evidence, credentials, entitlement, and provider performance.
Compare Providers
Test prompts across OpenAI, Claude, Gemini, DeepSeek, and private OpenAI-compatible providers where configured.
Measure What Matters
Compare quality, reasoning, safety, latency, token usage, estimated cost, and confidence in one evaluation story.
WAO Auto-Select
Let WAO recommend a provider and strategy based on your goal, provider availability, credentials, entitlement, and evidence.
Unified Results
Review provider/model performance in one comparison view with winner badges and recommendation notes.
Illustrative comparison
Unified provider result view
ClaudeBest quality92 quality / 1.8s
OpenAIBalanced90 quality / 2.1s
GeminiFastest87 quality / 1.2s
Illustrative only. Actual results depend on configured providers, prompts, models, credentials, and evidence.
WAO Auto-Select
Recommended strategy: Balanced
WAO can recommend a provider strategy based on goal, provider availability, entitlement, health, historical evidence, cost, latency, and confidence.
- Goal: quality with latency control
- Credential-aware and entitlement-aware
- Provider-neutral recommendation notes
AI Health
AI Health Intelligence for every project
AI Health translates benchmark results, Gateway usage, provider comparison, judge scores, safety signals, and operational evidence into a practical health score and improvement roadmap.
Safe scoring noteScores depend on available evidence and configured providers.AI Health supports improvement decisions. It is not an external approval badge.
Project AI HealthHigh Confidence
AI Health Score88/100
AI MaturityStable
Confidence91%
Evidence Coverage76%
Best ProviderClaude
Fastest ProviderGemini
Recommended StrategyBalanced
Improvement Potential+9
CorrectivePrompt Quality needs improvement.
PredictiveEvidence coverage is low for production-scale confidence.
PreventiveRun provider comparison before rollout.
AI Health is a private, evidence-based assessment for authorized teams. It is designed for improvement decisions, not external approval claims.
Benefits
Why teams use WAO
WAO helps teams make better AI decisions with measurable evidence rather than provider guesswork, fragile prompt testing, or vague quality claims.
Reduce AI guessworkCompare providers with evidenceImprove prompt qualityMonitor AI quality after launchUnderstand latency and cost tradeoffsImprove reliability and safetyCreate reports for customers and leadershipBuild confidence before scaling AIGovern AI usage across teamsAvoid provider lock-in
How WAO Works
From first test to continuous improvement
01Upload prompts or connect your AI workflow
02Run free benchmark
03Compare providers
04Review AI Health Score
05Get improvement roadmap
06Deploy through WAO Gateway
07Monitor and improve continuously
WAO Gateway
One Gateway. Multiple Providers. Measurable Results.
WAO Gateway lets teams route AI requests through a controlled, provider-neutral execution layer. Choose a provider manually or let WAO Auto-Select a provider and strategy based on configured credentials, entitlement, health, and evidence.
- Live execution through configured providers
- Provider-neutral abstraction
- WAO Auto-Select
- Gateway API keys
- Usage metering
- Provider health signals
- Evidence recording
- AI Health contribution
Provider availability depends on configured credentials, plan access, and provider account status.
Clear Positioning
What WAO is and what it is not
WAO does not replace AI providers. WAO helps you measure, compare, and improve how your applications use them.
WAO is
- AI Performance Intelligence Platform
- Intelligence layer
- Benchmarking platform
- Multi-provider comparison layer
- Gateway intelligence layer
- AI Health and improvement system
- Governance and observability foundation
WAO is not
- An AI model
- An LLM
- An AI provider
- A chatbot builder only
- A token saver only
- A replacement for human review
- An external approval authority today
Plans
Free beta access for every AI journey
Free Benchmark opens immediately. Starter and Growth are available by invite or administrator approval. Enterprise and private deployment are reviewed design-partner paths.
Free Benchmark
Prevent poor AI decisions before spending money.
For: Founders, developers, students, small teams, early AI apps.
- Free benchmark access
- Basic AI Health snapshot
- Prompt/dataset testing
- Basic performance score
- Report preview
- Proof before purchase
Starter
Correct weak prompts and compare provider performance.
For: Small AI apps, solo founders, agencies, early SaaS products.
- Project AI Health Score
- Basic provider comparison
- Basic recommendations
- Limited Gateway usage
- Prompt quality insights
- Small project monitoring
Growth / Professional
Monitor and improve AI performance continuously.
For: Growing AI products, SaaS companies, AI agencies, product teams.
- Multi-provider comparison
- Workspace and project AI Health
- WAO Auto-Select
- Gateway provider selection
- AI Health history
- Reports for clients and teams
Enterprise
Prevent AI risk at organizational scale.
For: Large organizations, AI governance teams, CIO/CTO offices.
- Organization AI Health
- Executive AI Health reports
- Governance Health
- Provider policies
- Audit visibility
- Enterprise dashboards
Cloud / On-Premise
Deploy WAO under your preferred infrastructure and provider strategy.
For: Private data, regulated environments, internal AI systems.
- Private deployment
- Custom provider configuration
- Private/local model support
- Governance controls
- Custom security review
- Deployment assistance
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Trust
Built for trust, not hype
WAO is designed around proof-before-claims. Every score, comparison, and recommendation should be based on measurable evidence, confidence, and explainable results.
Provider-neutral architectureSecure provider credential handlingPlan-based access controlAdmin operationsAudit-friendly designInternal evidence foundationNo external approval claim todayControlled beta/preview labels where required
Join the first 100 organizations
Turn AI requests into measurable intelligence.
Join the invite-only free beta, run a benchmark, compare configured providers, review AI Health, and help shape WAO before commercial plans open.