🏛️ XPndAI FinTech AI — Custom Enterprise Build

AML AI Agent Development — Transaction Monitoring, KYC AML Automation & Sanctions Screening

XPndAI builds custom AML AI agents for banks, fintechs, and payment companies. Alert triage, customer profile assembly, transaction pattern analysis, sanctions screening, and SAR pre-filling — reducing AML investigation time from hours to under 30 minutes. PMLA 2002 (India) + CBUAE AML/CFT (UAE) compliant.

🇮🇳 India: ₹20L – ₹75L+
🇦🇪 UAE: AED 100k – AED 400k+
📋 Get a Fixed-Price Quote 💬 WhatsApp Our FinTech Team
₹20L
Starting India
AED 100k
Starting UAE
PMLA+CBUAE
Compliant
Hours→Mins
Alert Investigation
What We Build

Full Pipeline — End to End

XPndAI builds the entire agent workflow. Source code handed over at project close. No ongoing licence.

1
Alert Intake & Priority Triage AI Agent
Alerts from your TMS (NICE Actimize, Oracle FCCM, custom) ingested via API. AI scores each for priority based on transaction context, customer risk tier, alert history, and pattern signals. Low-priority alerts auto-resolved. High-priority escalated.
2
Customer Profile Assembly AI Agent
Full customer profile assembled in < 30 seconds: KYC data, 24-month transaction history, previous alerts and outcomes, beneficial ownership, product holdings, relationship network — all pulled from connected systems.
3
Transaction Pattern Analysis AI Agent
AI analyses the flagged transaction set for: structuring (sub-threshold patterns), rapid cycling (in/out within hours), geographic concentration, counterparty network analysis, cash transaction density, cross-border fund flows. Evidence-backed findings 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, expired document flags.
5
Sanctions & Adverse Media Screening AI Agent
OFAC SDN, UN Consolidated List, EU list, RBI/FIU-IND designated entities (India), CBUAE sanctions list (UAE). PEP check via Dow Jones / WorldCheck / ComplyAdvantage. Adverse media search. All results structured with match confidence scores.
6
AI Investigation Summary AI Agent
AI authors the investigation narrative: customer risk profile, transaction findings, sanctions results, adverse media, recommended disposition. Analyst reviews, amends, approves — replacing hours of manual writing with a review-and-confirm workflow.
7
SAR / STR Pre-Fill & Submission Compliance
FIU-IND STR/CTR format (India) or goAML STR (UAE) pre-filled from investigation data. Compliance officer reviews, approves, and submits. Submission reference stored in audit trail.
8
Audit Trail & Regulatory Records Compliance
Every step logged — alert receipt, data pulls, screening hits, AI findings, analyst actions, disposition, filing reference. Immutable records for RBI / CBUAE supervisory examination. Retention policy per regulation.
Integrations

Systems We Connect To

Any Transaction Monitoring System

NICE Actimize, Oracle FCCM, Temenos FCM, ComplyAdvantage — supplements your TMS, does not replace it.

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Sanctions & PEP APIs

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

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Core Banking

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

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goAML (UAE) / FIU-IND (India)

Direct integration with CBUAE goAML and India FIU-IND reporting portal. STR/CTR pre-filled and routed.

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KYC Document Review

XPndAI Extract reads Emirates ID, PAN, Aadhaar, passport, trade licences during investigation.

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In-Environment Processing

All investigation 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
CBUAE AML/CFT Guidelines (UAE)
FATF Recommendations
AMLSCU goAML Platform (UAE)
Pricing

Fixed-Price — India & UAE

All projects fixed price. Discovery workshop → system spec → fixed quote → build → handover with source code.

🇮🇳 India
₹20L – ₹75L+
  • ₹20L–₹30L: Fintech / payment company, alert triage + investigation summary
  • ₹35L–₹50L: NBFC, PMLA-compliant, FIU-IND integration
  • ₹55L–₹75L+: Bank, TMS integration + SAR automation + CBS pull
  • ₹75L+: Large bank, multi-branch, enterprise security, regulatory UAT
🇦🇪 UAE
AED 100k – AED 400k+
  • AED 100k–150k: Fintech / exchange house, CBUAE + goAML
  • AED 175k–250k: Bank, TMS + UAE sanctions + SAR pipeline
  • AED 300k–400k+: Bank-grade, UAE hosting, CBUAE supervisory readiness
  • AED 400k+: Multi-entity financial group, full compliance 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: assembles the full customer investigation context from connected systems (30 seconds vs 20–30 minutes manually), analyses transaction patterns for AML typologies (structuring, cycling, geographic concentration), screens the customer and related parties against sanctions and PEP lists, searches adverse media, and drafts an investigation summary with a recommended disposition. The compliance analyst reviews the AI-drafted summary, makes amendments, and approves the disposition. SAR/STR forms are pre-filled from the case data for filing. The goal is to reduce investigation time from 2–8 hours per alert to under 30 minutes.

How does AML AI agent comply with PMLA in India?

India's 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 for prescribed periods. XPndAI's AML agent supports each requirement: FIU-IND STR/CTR formats pre-filled and routed for compliance sign-off before submission; investigation records maintained with tamper-evident logs for RBI inspection; KYC completeness checks at investigation time; risk-tier classification output. The agent does not make autonomous filing decisions — every SAR/STR is reviewed and approved by a compliance officer before submission.

Can AML AI agents integrate with existing TMS systems?

Yes — the AML AI agent supplements your TMS, not replaces it. The TMS continues to generate alerts using your 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 also supported. The agent connects separately to your core banking system for transaction history and to sanctions/PEP APIs for screening. It does not require your TMS to be replaced or upgraded — this is designed to be a layer on top of existing infrastructure.

What is the difference between an AML AI agent and an AML platform?

An AML AI agent (this page) handles the investigation workflow layer — taking alerts from an existing TMS and automating the investigation process. An AML platform (enterprise-grade) includes the full stack: transaction monitoring rule engine, alert generation, investigation workflow, case management, regulatory reporting, and management dashboards — for large banks wanting to replace or consolidate their AML tooling rather than supplement it. XPndAI builds both. The AML AI agent is appropriate for fintechs, NBFCs, and smaller financial institutions. The enterprise AML/financial crime platform is for banks and large regulated entities. See our Financial Crime AI Platform page for the enterprise build.

Build Your AML AI Agent — Discovery Call

Tell us your TMS, alert volume, and regulatory obligations. We scope a build and give you a fixed-price quote.

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