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For Payment Facilitators

Know every merchant.
Before it's too late.

MercSentAI is an AI-powered merchant intelligence layer that sits between your onboarding form and your risk team — screening applicants, enriching identities, and monitoring portfolios continuously.

01
Merchant
submits data
02
AI screens
+ scores
03
You get:
APPROVE / REVIEW
Onboarding Request
MERCHANT NAME
TechPay Solutions Inc
MCC CODE
5734 · Computer Equipment
WEBSITE
techpaysolutions.com
COUNTRY
Canada
Risk Report Returned
71
MONITOR
Identity verified
No sanctions hit
Domain age: 8 months (caution)
MCC mismatch detected
⚡ Returned in 94ms
SANCTIONS SCREENING·MCC VALIDATION·DOMAIN INTELLIGENCE·VELOCITY ANALYSIS·NETWORK RISK·GEO MISMATCH DETECTION·REAL-TIME SCORING·PORTFOLIO MONITORING·REASON CODE CLASSIFICATION·RISK TIER ASSIGNMENT·ALERT MANAGEMENT·COMPLIANCE REPORTING·SANCTIONS SCREENING·MCC VALIDATION·DOMAIN INTELLIGENCE·VELOCITY ANALYSIS·NETWORK RISK·GEO MISMATCH DETECTION·REAL-TIME SCORING·PORTFOLIO MONITORING·REASON CODE CLASSIFICATION·RISK TIER ASSIGNMENT·ALERT MANAGEMENT·COMPLIANCE REPORTING·
01 · Identity Intelligence

Resolve the True Merchant

Normalize names, addresses, domains, phones, and emails, then deduplicate exact and fuzzy matches so aliases, duplicates, and fraud-ring links collapse into one canonical merchant ID.

02 · Enrichment + Score

Turn Signals Into Risk

Run 13 providers across digital footprint, business legitimacy, behavior, sanctions, network links, scam patterns, and adverse media, then produce a transparent 0-100 Safety Score from 17 deterministic rules.

03 · Advisory + Investigation

Explain the Next Action

Advise on live transactions in under 120ms, return reason codes, feed outcomes back into the profile, and auto-open AI investigation dossiers for critical signals.

Our Mission

The risk layer
PayFacs were missing.

MercSentAI was built to solve two problems that standard underwriting consistently misses: fraudulent and sanctioned merchants slipping through onboarding, and legitimate merchants silently drifting into high-risk territory over time. Both cost Canadian payment facilitators millions in preventable chargebacks and compliance exposure.

Our platform operates entirely outside the authorization lane — enriching merchant identities, scoring onboarding applicants, and monitoring lifecycle behavior in real time. We deliver structured advisory intelligence only. The PayFac retains full approval authority at all times.

Advisory only · Canadian data residency · AWS ca-central-1
The Platform

Your entire portfolio,
in one view.

The Intelligence Dashboard gives risk teams a real-time view of merchant safety scores, active alerts, and portfolio-wide trends — updated continuously as transactions flow.

Real-time safety scores across all merchants
Active alert management with reason codes
30-day trend analysis and risk distribution
MercSentAI
MercSentAI
Merchant Intelligence
LIVE
Merchants
12
+8%
Txns Today
312
+3%
Alerts
8
-3%
Avg Score
70
+2%
Portfolio — Top RiskView all →
Tim Hortons Ltd
SANCTIONS_CLEAR
LOW
82
GTA Electronics Inc
SANCTIONS_HITMCC_MISMATCH
CRITICAL
41
Western Foods Co
DOMAIN_YOUNG
MEDIUM
67
Loblaws Digital Ltd
SANCTIONS_CLEAR
LOW
91
Watch the demo

See the platform at work.

Capabilities

Every signal that matters,
unified.

Real-Time Scoring
Sub-100ms risk scores from our ML ensemble — sanctions, MCC, domain, and velocity signals fused into one unified score.
Compliance
Automated OFAC, UN, and FINTRAC screening across 40+ global watchlists. Every enrichment, every time, in real time.
Portfolio Intelligence
Full portfolio monitoring with risk heatmaps, 30-day trend analysis, and proactive alerts before issues escalate.
MCC Validation
Detect category fraud and MCC misclassification using transactional behavior modeling across your portfolio.
Domain Intelligence
SSL validation, domain age scoring, privacy policy detection, and business registration cross-referencing.
Network Graph Risk
Identify beneficial ownership links, shared infrastructure, and collusion risk across merchant networks.
Platform Architecture

Everything your risk team needs,
in one unified engine.

Command Center
Centralized visibility into your portfolio's health, featuring real-time risk distribution and 30-day safety trends.
Active Monitoring
Continuous risk surveillance with automated severity triage, status tracking, and portfolio-wide anomaly detection.
Merchant Repository
A complete ledger of onboarded entities with sortable risk drivers, policy badges, and instant re-enrichment.
Transaction Log
Deep-dive into event payloads with applied risk scores, automated rule triggers, and comprehensive metadata.
Advanced Analytics
Visualize risk concentration, MCC breakdowns, and historical block/approve ratios to optimize your rule engine.
Entity Profile
Comprehensive 360-degree view of a single entity, detailing network links, compliance checks, and policy evaluations.
Case Management
Streamline compliance workflows with dedicated case assignment, resolution tracking, and full audit trails.
Simulation Sandbox
Manually test transaction payloads or merchant profiles against your active risk models to validate rule accuracy.
How it works

From onboarding to
ongoing monitoring.

01
Submit merchant data
Send an enrichment request via our REST API or dashboard. Legal name, address, MCC, website — we handle the rest.
02
Intelligence runs in parallel
Our pipeline simultaneously runs sanctions screening, MCC validation, domain analysis, network graph scoring, and behavioral modeling.
03
Act on the unified score
Receive a 0–100 safety score, risk tier, reason codes, and recommended action — APPROVE, MONITOR, or REVIEW — in under 100ms.
enrichment-response.json
{
"merchantId": "MRC-4829-CA",
"safetyScore": 82,
"riskTier": "LOW",
"sanctionsHit": false,
"mccMatch": true,
"recommendation": "APPROVE",
"processingTimeMs": 84,
}
Intelligence Engine

From merchant data to risk decision,
in under 100ms.

Every enrichment request runs sanctions screening, MCC validation, domain analysis, and network graph scoring in parallel — converging into one advisory score.

Merchant Profile
MCC Code
Domain / Website
Sanctions DB
Network Graph
Transaction Data
Business Registry
Geo / IP Signal
MercSentAI
MercSentAI
LOW Risk — Approve
Clean signals across all checks
MEDIUM — Monitor
Anomalies detected, watchlist pending
CRITICAL — Review
Sanctions hit or MCC mismatch
Safety Score
Reason Codes
Alert Triggered
Case Opened
Merchant Profile
MCC Code
Domain / Website
Sanctions DB
Network Graph
Transaction Data
Business Registry
Geo / IP Signal
MercSentAI
MercSentAI
LOW Risk
Approve
MEDIUM
Monitor
CRITICAL
Review
Safety Score
Reason Codes
Alert Triggered
Case Opened

Ready to know your merchants?

Apply for early access

Request access Talk to sales
Contact Us

Let's talk risk intelligence.
We respond within 24 hours.

Whether you're exploring early access, have a technical question, or want to discuss a partnership — reach us directly.

Email us
info@mercsentai.com