AI & Decision Engine

Let the engine make the easy calls.
Risk prediction & smart KYC auto-approval.

Remitgo's decision engine predicts risk and auto-approves clean KYC cases, routing only genuine edge cases to your analysts, with every decision logged and explainable.

Auto
KYC approval
Explainable
Every decision
Config
Decision rules
Q4 2026
Availability

Smart KYC auto-approval

Document OCR, face match and liveness results feed a decision policy that clears low-risk applicants instantly and escalates only the ambiguous ones.

  • OCR + face + liveness inputs
  • Instant clear for low-risk cases
  • Auto-escalation of edge cases

Risk prediction

A scoring model combines identity, behavioral and transaction signals into a single forward-looking risk estimate for each customer.

  • Multi-signal risk score
  • Customer-level risk forecast
  • Continuous re-scoring

Decision routing

Configurable policies clear low-risk cases automatically and route everything else to your analysts. A rejection is always a human decision, so the engine narrows the queue rather than closing an applicant's account for them.

  • Auto-approve or route to review
  • Rejection requires human sign-off
  • Threshold-driven routing

Configurable policies

Tune thresholds and decision rules per product, corridor or customer segment without redeploying, and simulate before going live.

  • Per-segment thresholds
  • JSON-configured policies
  • Simulation / back-test mode

Explainable outcomes

Every automated decision returns the factors that drove it, so compliance and customers always get a clear reason, no black box.

  • Reason codes per decision
  • Human-readable rationale
  • No opaque scoring

Compliance-aware

The engine reads AML rule outcomes and on8's SmartSanction screening results, so an auto-approval never overrides a genuine compliance hit.

  • AML outcome aware
  • SmartSanction hit blocks auto-approve
  • Decision audit log

API Reference

Integrate in minutes.

Preview of the planned interface - this API is in development and not yet publicly available.

POST/api/v1/decision/evaluatePLANNED

Request

{
  "mode": "simulate",
  "case_id": "kyc_55021",
  "customer_id": "cust_001",
  "signals": {
    "document_match": 0.98,
    "face_match": 0.94,
    "liveness": "pass",
    "screening_hit": false
  }
}

Response

{
  "case_id": "kyc_55021",
  "decision": "auto_approve",
  "case_state_changed": false,
  "risk_score": 12,
  "risk_band": "low",
  "reason_codes": ["strong_document_match", "no_screening_hit"],
  "policy_version": "kyc-policy-2026.07.3",
  "model_version": "risk-2026.06.1",
  "decided_at": "2026-07-01T14:29:52Z",
  "api_version": "v1"
}

Automate the obvious, escalate the rest.

Remitgo launches Q4 2026. Talk to our team about early access to automated KYC decisioning and the policies you want to run.