Start clearly
Benchmark Express translates one decision into a governed setup with representative evidence, limits and human review where needed.
Waltrump AI OrchestratorEvidence-led evaluation
Move from an AI question to a decision you can explain.
Turn a practical AI question into bounded evidence, repeated-run analysis, decision scorecards, accountable actions and a clear next test. Each conclusion stays tied to the tested workload, evidence window, confidence and known limitations.
One connected journey
Useful tools, with the evidence boundary kept visible.
Review access does not silently enable a provider. Live runs still require the exact approved project, provider/model/operation tuple, encrypted BYOK, quota and active grant.
Test consistency
Multi-run Stability separates a repeatable result from a promising single response and rejects incompatible comparisons.
Understand cost in context
Quality-Adjusted Cost keeps actual, estimated, zero and unavailable cost states distinct—without promising savings.
Share a decision safely
Decision Scorecards bind the choice, alternatives, evidence hash, validity, limitations and next validation.
Turn findings into work
AI Health Action Center gives an evidence-backed risk an owner, due date and verifiable completion boundary.
Separate belief from proof
AI Readiness Pulse shows declared readiness beside verified evidence and keeps missing data visible.
Specialized intelligence
Observe representation, agents, provenance and captured evidence.
AI Visibility records only approved observations. Evaluation Packs use versioned scenarios. Authenticity results show uncertainty and disagreement. Capture uses an explicit preview, redaction and destination flow.
None of these features proves universal quality, authenticity, safety or readiness.Visibility and citation evidenceApplication evaluation packsProposal-only agent reviewProvenance and metadata signalsHuman-review statesControlled Capture distribution
Current customer boundary
States come from the server capability catalog.
Use the exact state badges below to distinguish review, activation, BYOK, synthetic demonstration and controlled distribution.
10 capability records
REVIEW_AVAILABLEREQUIRES_ACTIVATIONREQUIRES_BYOK
Text, metadata or approved evidenceAI Application and Agent Evaluation Packs
Can this application or proposal-only agent complete representative scenarios safely?
- Evidence
- Versioned scenario, bounded trace and human-review evidence
- Credential boundary
- Customer-managed provider credential encrypted in the exact project is required only for approved provider execution
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- exact project byok and tuple activation for provider or agent runs
- Known limitation
- Ten governed pack definitions are reviewable. Three owner-operated end-to-end pack runs remain an acceptance gate; installation alone executes nothing.
REVIEW_AVAILABLE
Text, metadata or approved evidenceAI Health Action Center
Which evidence gap or risk needs an owner and verifiable next action?
- Evidence
- Evidence-linked action state and verification record
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- none unless a separate retest is requested
- Known limitation
- Actions become verified only after applicable evidence is attached. WAO does not change a provider or production configuration automatically.
REVIEW_AVAILABLE
Text, metadata or approved evidenceAI Readiness Pulse
What is declared, what is verified and what evidence is still missing?
- Evidence
- Declared and verified readiness with missing evidence
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- none unless a separate benchmark is started
- Known limitation
- Readiness Pulse is directional decision support. Declared answers never replace measured evidence, and Needs data remains visible.
REVIEW_AVAILABLE
Text, metadata or approved evidenceAI Visibility and Citation Intelligence
How is this organization represented in approved AI observations and citations?
- Evidence
- Digest-bound observations, citations, drift and limitations
- Credential boundary
- Customer-managed provider credential encrypted in the exact project is required only for approved provider execution
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- exact project byok and tuple activation for new observations
- Known limitation
- Observations require exact execution evidence. Public lead capture is disabled, and WAO does not claim to observe every answer engine.
REVIEW_AVAILABLESYNTHETIC_DEMONSTRATION
Text, metadata or approved evidenceAuthenticity and Provenance Intelligence
What provenance, metadata and review evidence is available for this artifact?
- Evidence
- Provenance, safe metadata, detector agreement and review state
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- none for recorded signals; provider detectors require separate approval
- Known limitation
- WAO reports calibrated evidence, disagreement and uncertainty. It never guarantees that content is authentic, fake or AI-generated.
REVIEW_AVAILABLE
Text, metadata or approved evidenceBenchmark Express
How can I turn a plain-language question into a bounded evaluation?
- Evidence
- Benchmark observations, scope and limitations
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- exact project byok and tuple activation only when a live run starts
- Known limitation
- The guided workflow prepares bounded evaluation records. It does not bypass provider certification, BYOK, exact activation or deliberate execution.
REVIEW_AVAILABLE
Text, metadata or approved evidenceMulti-run Stability
Does this result remain consistent across comparable runs?
- Evidence
- Comparable repeated-run statistics and evidence gaps
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- none for existing evidence; live reruns require exact activation
- Known limitation
- Stability applies only to comparable repeated runs from the same evidence scope; missing or incompatible evidence remains visible.
REVIEW_AVAILABLE
Text, metadata or approved evidenceQuality-Adjusted Cost
What did useful and accepted outputs cost in this tested scope?
- Evidence
- Explicit quality, validity and cost-availability states
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- none for existing evidence; live reruns require exact activation
- Known limitation
- WAO presents workload-specific cost and quality trade-offs. It does not guarantee lower cost or infer unavailable provider charges.
REVIEW_AVAILABLE
Text, metadata or approved evidenceShareable Decision Scorecards
How can I share the evidence, decision and limitations safely?
- Evidence
- Evidence hash, decision, alternatives, limitations and validity
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- none
- Known limitation
- Scorecards summarize scoped evidence, decisions and limitations. They are not WAO certification or a readiness guarantee.
CONTROLLED_DISTRIBUTION
Explicitly selected browser contentWAO Capture Extension
How can an authorized user send selected browser content into a governed WAO record?
- Evidence
- Explicit submission receipt and governed destination record
- Credential boundary
- No provider credential is needed unless a separately approved workflow executes a provider
- Provider/model boundary
- Provider-neutral; exact combinations are separately qualified · Workload-selected and entitlement controlled
- Execution dependency
- none
- Known limitation
- The extension uses explicit preview, redaction, classification and destination selection. It is not publicly distributed and never enables provider execution.
Controlled Beta Access
Start with one decision and the evidence you already have.
Access is reviewed. Payments, checkout and unrestricted signup remain disabled.