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Welcome Letter
We develop data-driven quantitative analyses with a marketplace and “business economics” orientation.

We focus on the drivers of share gains and the dynamics of shifting market share, including the drivers and mathematics of customer acquisition and customer retention. We also work to derive value through ensuring that both the drivers of operating productivity and relationship value are understood, properly engineered, and leveraged.

Our modeling and analysis enables senior managers to focus on the key variables that will distinguish between market share growth and decline, competitive success and failure. Our approach is based on three key observations:

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Profits are made by marketplace execution, not assembling three-ring binders.

The sources of profit are found at the intersection of four dimensions - customers’ behavior, channel economics, supporting operational processes, and what customers value. To be successful, you need full transparency into how customer behavior drives the underlying economics of a business. Failing to gain command of the behavioral and cost complexity of a business translates into missed marketplace opportunities.

Effective decision-making and execution depends on getting real and relevant data.

Business performance data is frequently unavailable at the required level of behavioral or operational detail. We are relentless in our pursuit of the customer behavior and cost data to support strategic decisions. Solid strategies are built on a strong command of the underlying drivers of marketplace gains.

The world is constantly changing, and historical drivers of customer behavior, underlying costs, and resulting share gains may be a poor guide to the future.

Where change is dramatic and discontinuous, conventional industry wisdom can be dangerously misleading.

Consequently, fundamental analysis of customer behavior, business economics, and the opportunities for market share gains is critical.

And one must go beyond the current period snapshot to conceptualize and understand the future.