DECISION VALIDATION INFRASTRUCTURE

Every decision.
Validated before impact.

The ACF Decision Engine is the pre-execution validation layer that scores, analyzes, and approves every autonomous agent action. We validate autonomous decisions before they exist in the real world.

✓ < 5ms Latency✓ MCP + A2A Native✓ Decision Passport
LIVE VALIDATION
ACF DECISION ENGINE
INCOMING REQUEST
agent: agent_shop_001
action: purchase
amount: 120.00 EUR
category: electronics
SCORING MODULES
Module A
--
Module B
--
Module C
--
Module D
--
VERDICT
Awaiting request...
// Why It Matters

Why Pre-Execution Validation?

Without pre-execution validation, autonomous agents can make unauthorized purchases, violate policies, expose your company to legal risk, and drift undetected from their mandate.

73%
of companies lack formal AI governance
$4.2M
average loss from uncontrolled AI decisions
89%
of executives fear strategic loss of control

Unauthorized transactions

Agents executing purchases, transfers, or actions beyond their mandate without approval.

Policy violations

Decisions that break internal rules, spending limits, or operational constraints.

Regulatory non-compliance

Actions that violate GDPR, EU AI Act, or industry-specific regulations.

Undetected behavioral drift

Slow, invisible deviation from expected patterns that erodes trust and margins.

// LIVE VALIDATION

See it in action.

Every agent request is intercepted, scored across 6 modules, and returned with a full Decision Passport — in under 5 milliseconds.

ALLOWED97/100
REQUEST
agent_shop_001 → purchase 120.00 EUR electronics
INTENT
95
POLICY
100
BEHAVIOR
85
CONTEXT
100
✓ ALLOWED — DECISION PASSPORT #DE-2026-0847
BLOCKED38/100
REQUEST
agent_finance_007 → purchase 4,999.00 EUR crypto @ 03:14 AM
INTENT
45
POLICY
20
BEHAVIOR
30
CONTEXT
55
governance_flagthreshold_alertreview_required
✗ BLOCKED — Escalated to human review
// Architecture

6 modules. One verdict. Full explainability.

Each request passes through 6 independent scoring modules. The final verdict is a composite score — fully traceable, fully explainable.

Policy→Decision Engine→Execution→Control
MOD-01

Intent Validation

Verifies that every requested action falls within the agent's authorized scope.

Scope validationAuthorization checksMandate compliance
MOD-02

Policy Enforcement

Enforces organizational rules and constraints in real time.

Rule enforcementConstraint validationReal-time checks
MOD-03

Behavioral Analysis

Detects anomalies and deviations from established patterns using advanced analysis.

Anomaly detectionPattern analysisAdvanced scoring
MOD-04

Trust Scoring

Adaptive trust scoring with automatic escalation on policy breach. Continuous recalibration.

Adaptive scoringTrust classificationAuto-escalation
MOD-05

Decision Validation

Validates decision chains and tracks escalation patterns across agents.

Chain validationDependency checksEscalation tracking
MOD-06

Collective Analysis

Network-wide pattern detection and emerging threat identification.

Pattern detectionNetwork analysisThreat identification
// Explainability

The black box of every decision.

Every verdict produces a Decision Passport — a complete forensic record of what was analyzed, why, and what happened.

DECISION PASSPORT
DECISION ID
DE-2026-0847-A3F9
TIMESTAMP
2026-03-28T14:32:07.847Z
FINAL SCORE
97
ALLOWED
AGENT
agent_shop_001
trust_tier: ESTABLISHED
ACTION
purchase — 120.00 EUR — electronics
validation: passed | compliance: verified
MODULE SCORES
Validation A95
pass
Validation B100
pass
Analysis C85
pass
Trust D92
pass
Verification E100
pass
Intelligence F98
pass
RISK FLAGS
✓ No risk flags detected
INTENT REASONING
Action validated against governance rules. Scope verified. All checks passed.
POLICY REASONING
Amount within authorized budget. Category approved. Operating within permitted time window.
BEHAVIOR REASONING
Pattern analysis: normal. All metrics within expected range. No anomalies detected.
GOVERNANCE LAYERS
Governance LayerRisk AssessmentCompliance CheckEscalation Protocol
TRUST IMPACT
status: STABLE
→
trend: POSITIVE
consistent behavior
// Integration

REST API. MCP. A2A. Every protocol.

Integrate in minutes, not months. The Decision Engine speaks every agentic protocol natively.

REST API

22 endpoints. Full CRUD. Webhook support. Rate-limited. OpenAPI 3.1 spec.

22 endpoints

MCP Server

6 native tools for LLM integration. Claude, GPT, Gemini compatible. Streaming support.

6 native tools

A2A Protocol

Agent Card + Task-based communication. Multi-agent orchestration. Google A2A compliant.

Agent Card + Tasks
// API EXAMPLE
POST /api/v3/decisions/validate
Authorization: Bearer acf_sk_live_...
Content-Type: application/json

{
  "agent_id": "agent_shop_001",
  "action": {
    "type": "purchase",
    "amount": 120.00,
    "currency": "EUR",
    "category": "electronics",
    "merchant": "techstore.com"
  },
  "context": {
    "session_id": "sess_8f3a...",
    "chain_depth": 0,
    "timestamp": "2026-03-28T14:32:07Z"
  }
}
// Positioning

Not another AI gateway.

ACF Decision Engine is a pre-execution validation layer — the immune system your AI agents need before every action touches reality.

✕ ACF Decision Engine is NOT

— A firewall or proxy
— A monitoring dashboard
— A rule engine or BRMS
— An agent orchestrator
— A logging or analytics tool

✓ ACF Decision Engine IS

→ A pre-execution validation engine
→ A 6-module real-time scoring pipeline
→ A Decision Passport generator
→ An adaptive trust management system
→ A multi-protocol agentic gateway (REST + MCP + A2A)
// Ecosystem

Where the Decision Engine fits.

The Decision Engine is the checkpoint between intention and execution — the critical layer that validates every agent decision.

ACF Score
Risk assessment
→
ACF Auditor
Governance audit
→
ACTIVE
Decision Engine
Pre-execution validation
→
ACF Control
Real-time governance
→
ACF Certification
Compliance proof
< 0ms
Avg latency
0
Risk types
0
Scoring modules
0
API endpoints

Stop trusting.
Start validating.

Your agents are already making decisions. The only question is: are they validated?

Contact UsCalculate ACF Score