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Pricing Analytics

Chart comparing traditional and Bayesian pricing models showing revenue effects.
Articles
Armin

RA Quick Insights: The Power of Bayesian Analysis for Pricing Scenario Modeling

If you haven’t tried #bayesian analysis to attack common business problems, I highly encourage you to explore it.

Companies’ data science curve often starts with linear regression before a giant leap to ML within weeks or months (ensemble models, even some deep learning).

In pragmatic terms, the power of Bayesian modeling comes from being able to assign probability intervals to predictions.

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Revology Analytics dashboard for sales and stack ranking analysis.
Articles
Armin

RA Quick Insights: Using Sales Stack Ranking to Grow Net Sales & Profits

Commercial Analytics, aimed at improving Gross Profits and Sales Productivity, doesn’t have to be complex to drive the proper outcomes with Pricing and Sales teams.

๐’๐š๐ฅ๐ž๐ฌ & ๐ƒ๐ข๐ฌ๐œ๐จ๐ฎ๐ง๐ญ๐ข๐ง๐  ๐’๐ญ๐š๐œ๐ค ๐‘๐š๐ง๐ค๐ข๐ง๐  is another simple yet effective Revenue Analytics technique to steer Sales behavior in the right direction and drive incremental Net Sales (and Gross Profits).

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Business professional analyzing data on a computer screen with charts and graphs.
Articles
Armin

How to Build Transformative Margin Optimization Capabilities in 90 days: Part 1

Most mid-market companies are still stuck with basic reports and ad-hoc Pricing & Profitability analyses that take several weeks, offer little actionable insights, and are not reproducible. There is also a widespread misconception that it takes heavy upfront investment (both time and money) to build Margin Analytics & Optimization platforms that can truly transform an organization’s Pricing discipline and customer & product analytics rigor.

Regardless of your company’s growth stage, it is paramount that you have an easy-to-use and actionable Margin Analytics platform that provides rapid descriptive (what happened), diagnostic (what caused it), and predictive (what will be the impact) analytics capabilities.

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Revology Analytics logo with trust badge and team collaboration icons.
Articles
Armin

Revenue Growth Analytics and Sales: It’s a Team Sport

Commercial Analytics in B2B environments is a team sport: you need to win the trust and credibility of the Sales Team to accelerate the impact of analytics and drive sustainable Pricing and Data ROI for your company.

Read this brief opinion piece on why listening to and collaborating with your Sales teams is not optional – it’s essential.

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