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Mariona Baneras

Sr. Data Scientist

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About Mariona

Mariona is a physicist and data scientist with a research background and more than eight years of industry experience. She has worked with various companies ranging from digital startups to global insurance firms. Throughout her professional journey, Mariona has helped companies achieve success in their pricing and revenue management endeavors by providing impactful data-driven solutions and rigorous analysis.

Early in her career, she honed her consulting skills in corporate strategy and intrapreneurship. Mariona has developed a strategic mindset that allows her to deliver tailored solutions to clients’ unique challenges.

Mariona possesses several core strengths:

  • Advanced analytics expertise: Mariona leverages statistical and machine learning techniques to optimize pricing and promotions, forecast demand, and empower decision-makers to drive business growth.

  • Data visualization proficiency: Mariona has a passion for designing intuitive, visually stimulating data visualization solutions that drive adoption and help discover key insights.

  • Technical know-how: Mariona has a strong foundation in development and project management, enabling her to automate critical processes and seamlessly integrate systems for enhanced operational efficiency.

Recent Articles

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Elevate Your RGM Strategy: Monetizing Your Distributor Data

May 6, 2025

Distributors often overlook the potent value locked within their operational data, focusing primarily on logistics and price competition. By transforming this digital footprint into actionable insights and value-added customer solutions, you can unlock significant new revenue streams.

This strategic approach not only boosts profitability with higher margins but also builds lasting customer loyalty. Discover how leading distributors are monetizing their data to create more resilient, future-proof business models grounded in predictable revenue.

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Dynamic Pricing for B2B: Real‑Time Strategies to Optimize Wholesale and Distribution Margins

April 29, 2025

Facing intense margin pressure from volatile costs, traditional static pricing is proving inadequate for B2B wholesale and distribution firms, often leaving an 8-11% profit lift unrealized from even minor price optimizations.

Relying on outdated annual lists or simple cost-plus models prevents effective reaction to real-time market shifts and specific customer sensitivities. This article explores how implementing AI-powered dynamic pricing strategies provides the crucial agility needed to optimize margins, navigate complexity, and build sustainable profitability.

Read More »
Container ship with cranes at port, highlighting revenue management solutions for mid-market industr.

Tariff Shockwaves & Margin Erosion: Why Mid-Market Industrial Firms Need Revenue Management as a Service Now

April 16, 2025

Tariffs have evolved from a temporary inconvenience to a persistent driver of costs, forcing mid-market manufacturers and distributors to rethink their pricing playbook.

By leveraging elasticity-based Revenue Growth Management, leaders can defend margins and even capture new market share in turbulent environments. Revify Analytics’ RGMaaS platform delivers these advanced capabilities in a matter of weeks, transforming reactive cost-plus strategies into proactive, data-driven wins

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Navigating Tariff Challenges with Effective Pricing Strategies.

Pricing Strategies to Counter Tariff Impacts

March 19, 2025

Rising tariffs create significant financial pressure, demanding proactive and strategic pricing adjustments. Companies must move beyond simple cost-plus models to deeply analyze their entire value chain, identifying hidden tariff-related costs and supply chain vulnerabilities. This involves understanding direct and indirect cost increases, assessing competitor reactions, and recognizing how currency fluctuations exacerbate the impact.

A “one-size-fits-all” pricing response is inadequate; a nuanced approach is crucial, based on the specific “pricing game” a company plays (Cost, Uniform, Power, or Custom). It involes differientiating between products, presenting different strategies for each game. This framework lets companies anticipate how tariffs will impact their specific market and creates catered strategies. By using analysis and scenario modeling, companies can protect margins while delivering value.

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Pricing and RGM analysis tools for mid-market CPGs by Revology Analytics.

Solving the 5 Most Pressing Pricing & RGM Pain Points for Mid-Market CPGs: Your Curated Resource Library

February 12, 2025

Mid-market CPG brands are grappling with margin pressures, ineffective promotions, and fragmented data that hinder profitable growth. Without a structured approach to Pricing & Revenue Growth Management (RGM), many rely on outdated tools and reactive strategies, leading to revenue leakage and missed opportunities.

The Revology CPG Resource Library provides curated insights, frameworks, and advanced analytics tools to help brands optimize pricing, improve trade spend efficiency, and drive sustainable profitability—empowering teams to take control of their RGM strategy with data-driven decision-making.

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Pricing Power for Manufacturers: In-Source and Own Your Pricing and RGM Analytics Without Breaking the Bank

January 21, 2025

Uncover how manufacturers can strengthen their margins and boost incremental volumes by bringing advanced pricing and Revenue Growth Management (RGM) analytics in-house—bypassing the steep costs of one-size-fits-all software. It outlines a clear process—spanning data integration, advanced modeling, and user-friendly dashboards—to unify commercial teams around real-time, actionable insights. Through real-world case studies, the piece demonstrates how a well-designed in-house RGM capability can yield measurable profit gains and sustain competitive advantage in today’s fast-paced market.

Read More »
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Centered on proven best practices, Revology Analytics® provides Revenue Growth Analytics advisory services and thought leadership, driving profitable revenue growth for middle-market companies.

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