T REX

Maveric T-RexAI

Accelerate investigations by 80% while reducing risk and ensuring compliance.

Escalating Compliance Complexity Is Constraining Strategic Growth.

Financial institutions are navigating an inflection point. Transaction volumes are rising. Regulatory expectations are tightening. False positives exceed 95% in many AML environments, absorbing investigative capacity and inflating cost-to-compliance. Fragmented data ecosystems, manual case assembly, and inconsistent decision documentation expose institutions to operational drag, supervisory scrutiny, and reputational risk. AML is no longer just a compliance function, it is a board-level risk and efficiency mandate.

Drive up to 90% FCR and reduce handling time by 50%, delivering measurable gains in efficiency, cost, and customer experience.

Solution-overview

Maveric T-Rex

An agentic AI-powered AML assistant that automates alert investigations – from data collection to decisioning and reporting – enhancing accuracy, reducing manual effort, and enabling focus on high-risk scenarios.

Mobile-Banking

Multi-Agent Orchestration

Specialized AI sub-agents autonomously manage data aggregation, behavioral risk analysis, decision recommendations, and SAR drafting, governed through controlled orchestration and full traceability. 

Ai based intelligent

Comprehensive Risk Intelligence

Continuously monitors high-value transactions, irregular behavioral patterns, politically exposed persons (PEPs), geographic exposure, and occupational risk indicators, ensuring broad regulatory coverage. 

KYC

Adaptive Financial Crime Detection

Identifies structuring, smurfing, dormant account activation, and profile-inconsistent transactions through contextual pattern intelligence that evolves with emerging risk signals. 

integration

Seamless Ecosystem Integration

Integrates across core banking, payments, CRM, and case management platforms with minimal disruption, preserving operational continuity while elevating capability. 

Business Benefits

Operational-Efficiency-at-Scale

Operational Efficiency at Scale

Accelerate alert resolution by up to 80% while improving investigation quality and documentation consistency. 

Capital-Cost-Optimization

Capital & Cost Optimization


Free 30–50% of analyst capacity for high-risk and strategic investigations
reducing cost-to-compliance.
 

reduce-business-risk

Reduced Regulatory & Reputational Exposure

Strengthen decision traceability, audit readiness, and supervisory alignment. 

Seamless-Integration

Enterprise Scalability

Support high transaction volumes across retail, corporate, and wealth segments without proportional headcount expansion. 

The Maveric Edge

Leverage Maveric’s contextualization depth, extensive domain competencies, and over two decades of multi-geography award-winning commitment.

Contextualized Solutions

An innate ability to bring together domain, platform, and technology expertise to craft contextual solutions to support transformation programs.

Impactful Delivery Model

A customer centric model geared for high delivery impact.

New Service Line Development

Proven ability to develop and scale new service lines aligned to customer growth areas.

Differentiated Engagement

Technical engagement led customer value creation.

Frequently Asked Questions

What is T-Rex?
T-Rex is the Agentic AI-powered AML Assistant that re-architects investigations into a governed, audit-ready decision system. It orchestrates AI sub-agents for data aggregation, behavioral risk analysis, recommendations, and SAR drafting with full traceability, developed by Maveric Systems.
How does T-Rex reduce false positives and speed investigations?
T-Rex uses contextual pattern intelligence and multi-agent behavioral analysis to prioritize high-risk activity, auto-assemble case evidence, and generate explainable recommendations. Autonomous SAR drafting and traceable decision logs accelerate resolutions while preserving auditability.
Which systems does T-Rex integrate with?
T-Rex integrates seamlessly with core banking, payments, CRM, and case management platforms via lightweight connectors and APIs, centralizing transaction, customer, and channel data for unified investigation workflows and scalable deployment.
How does T-Rex support regulatory compliance and audit readiness?
T-Rex embeds governance, explainability, and traceability: every AI action maps to documented decisions, versioned evidence, SAR draft histories, and role-based controls, strengthening audit readiness and alignment with supervisory expectations.
What business benefits and ROI can institutions expect?
T-Rex drives operational efficiency, accelerating alert resolution up to 80% and freeing 30–50% analyst capacity, reducing cost-to-compliance, improving investigation quality, and enabling enterprise-scale support without proportional headcount increases.