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.

Fraud Sight AI: Agentic AI Fraud Defense

Maveric Fraud Sight_AI

Adaptive fraud protection built for enterprise scale.

Why faster, smarter fraud defence matters

Fraud schemes are growing in scale and subtlety, from phishing and APP scams to synthetic identities and account takeovers. Traditional investigations are slow, error-prone, and expensive. High case volumes and excessive false positives overwhelm analysts, delay remediation, increase losses, and erode customer trust.

Financial institutions need real-time detection, traceable decisions, and scalable automation to stay ahead.

Maveric Fraud Sight

AI-powered fraud defence that detects, verifies, and resolves threats in real time with traceable, audit-ready decisions.

Intelligent AI Framework

Specialized agents collaborate on detection, verification and resolution

Scalable Architecture

Flexible, non-disruptive design integrates with existing systems

End-to-End Traceability

All interactions and decisions are logged for easy compliance audits

Adaptive Learning

Reinforcement learning evolves models with changing fraud trends and analyst feedback

Business Benefits

Enhanced Accuracy

Detect threats 2X faster while cutting false positives by 80%.

Operational Efficiency

Reduce costs 40–50% and boost operational efficiency by 25%.

Significant Time Savings

Cut readiness by 70–80%. Accelerate risk assessments 3x.

Faster Review Addressal

Complete reviews 50–60% faster with 100% audit-ready decisions.

Engineering Trust in AI-First Banking

As banks accelerate the shift from digital-first to AI-first operating models, trust becomes critical to scaling AI with governance, security, explainability, and accountability at the core. These foundational strengths enable Maveric to engineer trust into every layer of banking transformation.

AI at the Core,
Not the Edges

Embedding AI into core banking systems, operations, and decision layers to enable enterprise-wide transformation with governance, observability, and accountability built in.

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Principles that
Engineer Trust

A standards-led engineering approach that embeds explainability, reliability, privacy, security, and compliance into every AI-led system by design.

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Pragmatic, Outcome-Driven Execution

Focused on delivering measurable business outcomes across customer experience, modernization, operational efficiency, fraud reduction, and regulatory resilience.

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Deep Banking
DNA

Over 25 years of exclusive banking and financial services expertise, enabling AI-led transformation aligned to real-world banking operations, regulations, and customer expectations.

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Frequently Asked Questions

What is Fraud Sight?

Fraud Sight is Maveric’s agentic AI fraud defence platform that combines multi agent orchestration, conversational intake, and unified data to detect, verify, and resolve fraud in real time while delivering traceable, audit ready decisions at enterprise scale.

How does Fraud Sight reduce false positives?

Fraud Sight reduces false positives by using specialized AI agents that collaborate on detection and verification, adaptive reinforcement learning, unified data cross checks, and conversational intake to validate alerts and confidence scores, cutting false positives by up to 80%.

Can Fraud Sight integrate with our existing systems?

Yes. Fraud Sight’s scalable, non-disruptive architecture integrates with core banking, payment, and case management systems via APIs, enabling real time detection, automated verification flows, and analyst workflows without replacing legacy systems.

Is Fraud Sight compliant and audit-ready?

Fraud Sight provides end to end traceability: every interaction, AI decision and analyst action is logged with explainability and immutable audit trails, delivering audit ready evidence for regulators and internal compliance while accelerating investigations and reducing regulatory risk.

What business benefits or ROI can we expect?

Organizations can expect faster detection up to 2×, 80% fewer false positives, 40 to 50% cost reduction, roughly 25% operational efficiency gains, and audit ready reviews, accelerating readiness, lowering losses, and boosting analyst productivity and compliance.