Deterministic Decision API

Stop unsafe decisions before they reach production.

VAXONI is a fast PASS/HOLD/RED decision API powered by Aether Core. It adds a semantic-independent governance layer before AI agents, automation workflows, release processes, and high-trust operational decisions.

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Start free directly through VAXONI. Create your account, verify your email, and begin using the deterministic PASS/HOLD/RED decision API in minutes.
POST /analyze
// engine latency 0.39ms // qrl.riskClass LOW // ace.decisionStability STABLE // dde.status HOLD decision: { status: "HOLD", safetyMode: "SAFE_HOLD", confidence: 0.82 }
PASSProceed when the structural signal is stable enough.
HOLDPause when uncertainty, masking, or instability exists.
REDStop or escalate when a hard-risk profile appears.
1–3ms
Typical internal decision engine latency in live API tests.
0
False PASS target in conservative decision-gate design.
3
Final operational states: PASS, HOLD, or RED.
2MB
Maximum request body size per analysis request.

AI generates. VAXONI governs.

VAXONI is not a chatbot, LLM, or semantic classifier. It is designed to act as a deterministic decision gate for systems that need safer automation, clearer escalation, and less unsafe approval.

Raw inputText, logs, JSON, events, operational notes
→
Aether CoreStructural signal measurement and regime analysis
→
VAXONIQRL + ACE + DDE decision arbitration
→
PASS / HOLD / REDProceed, pause, or stop before impact
Q

QRL — Quantized Risk Layer

Estimates structural risk, uncertainty, confidence, failure probability, and blocked loss class from the measured signal profile.

A

ACE — Arbitration Consistency Engine

Checks consistency, manipulation resistance, structural masking, gradient conflict, evidence boundaries, and regime alignment.

D

DDE — Deterministic Decision Engine

Produces the final PASS, HOLD, or RED decision with confidence, safety mode, and explainable decision triggers.

Built for high-trust automation.

VAXONI is most useful where a wrong approval is more expensive than a safe pause.

AI agent control

Run a deterministic gate before an agent executes actions, changes state, or triggers external workflows.

Release governance

Evaluate operational notes, validation summaries, rollback readiness, and uncertainty before production release.

Workflow validation

Place a PASS/HOLD/RED decision layer inside automation pipelines where unclear signals should pause execution.

Operational risk

Detect structural instability, masked uncertainty, drift, and escalation patterns in operational communication.

High-trust decisions

Use HOLD-first arbitration where compliance, safety, infrastructure, or business impact requires extra caution.

LLM governance

Use VAXONI before or after LLM calls to prevent unstable outputs from silently becoming operational decisions.

API Example

One endpoint. Clear decision output.

Send raw text or structured data. VAXONI returns a deterministic decision object that your system can use immediately.

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response.json
{ "status": "success", "latency": "0.39ms", "result": { "qrl": { "riskScore": 0.0416, "uncertaintyScore": 0.0271, "confidenceScore": 0.9708, "failureProbability": 0.0334, "blockedLossEstimate": "LOW", "riskClass": "LOW" }, "ace": { "consistencyScore": 1, "manipulationRisk": 0.0212, "decisionStability": "STABLE" }, "dde": { "status": "HOLD", "confidence": 0.82, "safetyMode": "SAFE_HOLD" } } }

Simple plans for testing and production.

Start free directly through VAXONI. Upgrade to Starter, Pro, or enterprise plans when you need higher monthly limits, stronger throughput, and production-scale access.

Free

$0 / month
  • 1,000 analyses per month
  • 2 request per second
  • Burst limit: 5
  • 2MB request body limit
  • Best-effort support
Start Free

Starter

$29 / month
  • 25,000 analyses per month
  • 5 requests per second
  • Burst limit: 10
  • Production-ready API access
  • Email support
Starter

Scale

$79 / month
  • 100,000 analyses per month
  • 15 requests per second
  • Burst limit: 20
  • Production-grade API access
  • Priority email support
Scale

Pro

$149 / month
  • 250,000 analyses per month
  • 30 requests per second
  • Burst limit: 60
  • Higher throughput allocation
  • Priority support
Pro

Enterprise

Custom / quote
  • Custom monthly volume
  • Dedicated infrastructure
  • Custom rate & burst limits
  • Priority enterprise support
  • SLA & integration options
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Integration notes

Endpoint: POST /v1/analyze

Headers: Content-Type: text/plain or application/json, x-api-key: YOUR_API_KEY

Input: raw text, logs, JSON, event streams, operational notes, or structured payloads.

Output: QRL, ACE, and DDE result with PASS/HOLD/RED status.

Decision philosophy

VAXONI is intentionally conservative. The goal is not to approve everything faster. The goal is to reduce unsafe approvals and route uncertain states to HOLD before they become costly operational errors.

Frequently asked questions

Short answers for technical buyers evaluating VAXONI as a governance layer.

Is VAXONI an LLM or chatbot?

No. VAXONI is not an LLM, chatbot, or semantic classifier. It is a deterministic decision API powered by Aether Core.

Why does VAXONI return HOLD even when risk looks low?

HOLD is a safety state. If the system sees uncertainty, insufficient separation, masking, or incomplete stability, it can pause instead of producing a risky PASS.

Can I use VAXONI before AI agents?

Yes. VAXONI is designed to work as a pre-execution gate before AI agents, automation workflows, and high-impact operational actions.

Does VAXONI store my data?

Operational logging may be used for service reliability, usage monitoring, abuse prevention, and debugging. Enterprise data handling terms can be arranged separately.

Try VAXONI as your deterministic decision gate.

Start free directly through VAXONI, then move to Starter, Pro, or custom enterprise access when you need higher volume, stronger throughput, and advanced operational guarantees.

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