🏛️ XPndAI — Custom FinTech AI Development

Custom AML & Financial Crime AI Agent Development

XPndAI builds custom AML AI agents for banks, fintechs, and payment companies. The agent takes alerts from your TMS, assembles full investigation context in under 30 seconds, analyses transaction patterns, screens sanctions and PEPs, and drafts the investigation summary — reducing alert investigation from hours to under 30 minutes. PMLA 2002 + CBUAE AML/CFT compliant.

🇮🇳 India: ₹20L – ₹75L+
🇦🇪 UAE: AED 100k – AED 400k+
📋 Get a Fixed-Price Quote 💬 WhatsApp Our Team
₹20L
Starting India
Hours→30 Min
Alert Investigation
PMLA
FIU-IND Compliant
goAML
UAE Integration
System Architecture

How It Works — End to End

TMS Alert
→
KYC Doc Review
→
Transaction Pattern AI
→
Sanctions Screen
→
Investigation Summary
→
SAR Pre-Fill
→
Compliance Officer Review
Pipeline

Full Build — Step by Step

1
Alert Intake & Risk Triage AI Agent
Alerts from TMS (NICE Actimize, Oracle FCCM, custom) ingested via API. AI scores each for priority based on: transaction context, customer risk tier, alert history, counterparty risk signals. Low-priority auto-resolved with documented rationale. High-priority escalated to investigation queue.
2
Customer Profile Assembly AI Agent
Full investigation context assembled automatically: KYC data, account opening documents, 24-month transaction history, previous alert outcomes, beneficial ownership, product holdings, relationship network — all pulled from connected systems. 30 seconds vs 20–30 minutes manually.
3
Transaction Pattern Analysis AI Agent
AI analyses the flagged transaction set for AML typologies: structuring (sub-threshold patterns), rapid cycling (in/out within hours), geographic concentration, counterparty network analysis, cash transaction density, cross-border fund flows. Evidence-backed finding per pattern.
4
KYC Document Re-Examination XPndAI Extract
KYC documents reviewed at investigation time: identity document tamper signals, address document validation, corporate structure documents (MOA, shareholding) reviewed for UBO extraction, beneficial ownership chain mapped from corporate documents, expired KYC flags raised.
5
Sanctions & PEP Screening AI Agent
OFAC SDN, UN Consolidated List, EU list, RBI/FIU-IND designated entities (India), CBUAE sanctions list (UAE) all screened. PEP check via Dow Jones Risk, WorldCheck, ComplyAdvantage. Adverse media search. Match confidence scores structured.
6
AI Investigation Summary AI Agent
AI authors the investigation narrative: customer risk profile, transaction findings, sanctions results, adverse media, recommended disposition. Investigator reviews, amends, and approves — replacing hours of manual writing with a 10–15 minute review workflow.
7
SAR / STR Pre-Fill & Submission Compliance
FIU-IND STR/CTR (India) or CBUAE goAML STR (UAE) pre-filled from investigation data. Compliance officer reviews and submits. Filing reference stored in audit trail. Regulatory calendar tracking.
8
Audit Trail & Record Retention Compliance
Every step logged immutably — alert receipt, data pulls, screening hits, AI findings, analyst decisions, disposition, filing reference. Records maintained per PMLA (5 years) / CBUAE requirements. Ready for RBI / CBUAE supervisory examination.
Integrations

Systems We Connect To

⚡

Any TMS

NICE Actimize, Oracle FCCM, Temenos FCM, ComplyAdvantage — supplements your TMS, never replaces it.

🔍

Sanctions & PEP APIs

Dow Jones Risk & Compliance, Refinitiv WorldCheck, ComplyAdvantage, LexisNexis Bridger — any.

📊

Core Banking

Finacle, FLEXCUBE, Temenos T24, custom CBS — transaction history via API or batch.

📋

FIU-IND + goAML

India FIU-IND STR/CTR reporting portal, CBUAE goAML — pre-filled and routed for compliance sign-off.

🆔

KYC Document AI

XPndAI Extract: PAN, Aadhaar, passport, trade licence, MOA/shareholding — reviewed at investigation time.

🔒

In-Environment Processing

All data stays in your infrastructure. UAE national cloud and on-prem options available.

Compliance

Regulatory Framework

PMLA 2002 + 2023 Amendments (India)
FIU-IND STR / CTR Reporting
RBI AML Master Direction 2023
CBUAE AML/CFT Guidelines (UAE)
AMLSCU goAML Platform (UAE)
FATF Recommendations 10–16 + 20
Pricing

Fixed Price — India & UAE

Discovery workshop → system spec → fixed quote → build → source code handover. No ongoing licence.

🇮🇳 India
₹20L – ₹75L+
  • ₹20L–₹30L: Fintech / payment company, alert triage + summary
  • ₹35L–₹50L: NBFC / regulated entity, PMLA + FIU-IND
  • ₹55L–₹75L: Bank, TMS integration + SAR + CBS pull
  • ₹75L+: Enterprise bank, multi-branch, regulatory UAT
🇦🇪 UAE
AED 100k – AED 400k+
  • AED 100k–150k: Fintech / exchange house, CBUAE + goAML
  • AED 175k–250k: Bank, TMS + UAE sanctions + SAR
  • AED 300k–400k+: Bank-grade, UAE hosting + supervisory readiness
  • AED 400k+: Multi-entity financial group, full scope
FAQ

Common Questions

What does an AML AI agent do?

An AML AI agent automates the AML investigation workflow. When a transaction monitoring system generates an alert, the AML AI agent: (1) assembles the full customer investigation context from connected systems in under 30 seconds; (2) analyses transaction patterns for AML typologies — structuring, cycling, geographic concentration, counterparty analysis; (3) screens the customer and related parties against sanctions, PEP, and adverse media; (4) drafts a structured investigation summary with recommended disposition. The compliance analyst reviews, amends, and approves. SAR/STR forms are pre-filled from the case data for filing. Investigation time falls from 2–8 hours to under 30 minutes per alert.

How does AML AI comply with PMLA in India?

PMLA 2002 (amended 2023) requires financial institutions to: maintain STR/CTR records, file with FIU-IND within prescribed timelines, conduct risk-based CDD, and maintain KYC records. XPndAI's AML agent supports each: FIU-IND STR/CTR formats are pre-filled and routed for compliance officer sign-off before submission; investigation records are maintained with tamper-evident logs for RBI inspection; KYC completeness is checked at investigation time; risk-tier classification is output per customer. The agent never makes autonomous filing decisions — every SAR/STR is reviewed and approved by a compliance officer.

Can the AML AI agent integrate with existing TMS?

Yes — the AML AI agent supplements your TMS, it does not replace it. Your TMS continues to generate alerts using existing rule sets and models. The AI agent connects to the TMS via API to receive alerts and push investigation outcomes back. If your TMS does not have an alert API, batch file integration is supported. The agent connects separately to your core banking system for transaction history and to sanctions/PEP APIs for screening. No TMS replacement or upgrade is required — the agent is a layer on top of existing infrastructure.

What is the difference between AML AI for a fintech vs a bank?

For a fintech or NBFC: scope is typically alert triage + investigation summary + FIU-IND STR filing. The TMS may be simpler (rule-based, lower alert volume). Integration points: payment gateway transaction logs, KYC system, sanctions API. Project size: ₹20L–₹35L. For a bank: larger alert volume, multiple product lines (retail, corporate, trade finance, cards), integration with core banking transaction history, existing NICE Actimize / Oracle FCCM TMS, multi-level approval workflow, comprehensive audit trail for RBI inspection, separate SAR and CTR pipelines. Project size: ₹55L–₹1Cr+. XPndAI builds for both — scope is defined in the discovery engagement.

Build Your AML AI Agent — Discovery Call

Tell us your TMS, alert volume, and regulatory obligations. Fixed-price quote within 5 days.

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