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Maveric ModernizeAI

Reduce application footprint by 30% and technical debt by up to 70%.

What are the challenges in managing complex banking application landscapes?

Banks operate hundreds, if not thousands, of applications across core banking, payments, lending, digital channels, risk, compliance and support functions. Many of these applications are legacy-heavy and often overlap with one another, leading to the bank’s ecosystem to become fragmented, redundant and expensive to maintain. 

Applications are further complicated through regulatory changes, product expansions, M&As and legacy technology limitations. Each area, or the combination of several, can lead to slower innovation, rising maintenance and infrastructure costs, technical debt and overlapping applications’ accompanied by limited visibility.

Modern banks need a smarter, faster, and governed approach to simplify their technology ecosystem. That’s where Applied AI makes the difference.

Solution-overview

Maveric ModernizeAI  

Maveric’s AI-driven Application Rationalization & Modernization solution follows an intelligent end-to-end methodology designed to discover, optimize, and modernize complex banking technology landscapes.

By combining Maveric’s deep banking domain expertise since 2000 with AI, the solution aids banks in preparing their budget-heavy and legacy application ecosystems for an AI-first banking world.

AI-led Discovery

AI-led Discovery

Automatically classifies applications, predicts interdependencies, and analyses utilization patterns to define a data-driven target state architecture. 

Ai based intelligent

Smart Rationalization

AI-powered simulators recommend retire, retain, rehost, refactor paths using the industry-recognized 7R framework, ensuring outcome-driven decisions.  

KYC

Automated Refactoring

AI-assisted code migration and validation accelerate modernization while reducing manual errors and risk. 

integration

Continuous Optimization

Predictive analytics monitor portfolio health and sustainability. 

Business Benefits. 

25–30-portfolio-reduction

25%–30%

Portfolio reduction through AI-driven rationalization insights

40–50-faster-modernization

40%–50%

Faster modernization and decision cycles 

60–70-reduction

60%-70%

Reduction in technical debt & maintenance overheads 

Enterprise Scalability

Enterprise Scalability

Enhanced compliance and resilience through automated validation 

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 Application Rationalization & Modernization?
It is an AI-powered methodology by Maveric that helps banks discover, evaluate, optimize, and modernize their application portfolio using intelligent automation and governance frameworks.
How does AI improve application rationalization?
AI accelerates discovery, maps hidden dependencies, simulates rationalization scenarios using structured frameworks like 7R, and supports automated code refactoring. This enables the process to be faster, more objective, and data driven.
How is governance maintained during transformation?
AI-powered dashboards provide traceability, audit-ready compliance checks, and ROI tracking to ensure modernization initiatives remain controlled and outcome-focused.