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The AI Training Economy: The Human Expertise Behind the Agent Revolution
The challenge of training AI models on human expertise is not new.What is new is that three college dropouts just built a $10 billion business by productizing that exact problem at scale.
3 Top Sources of Strategic Marketing Insights
Mon, Jul 18, 2011 — Effective marketing strategies that drive significant results are almost always based on key insights. Insights can come from a lot of different places – from research, from a review of operations, from an analysis of the market, from a review of available data, from experience. The critical common element to game-changing insights is perspective – looking at the situation from a customer/prospect/market point of view. Let’s look at some examples: 1. Research-based Insight At Northeast Savings, we conducted a major customer segmentation study to better understand the needs of our consumers. One of the key findings of the research was a hierarchy of concerns expressed by a key constituency – 50+ consumers. Their number one issue was their health; followed closely by their financial well being, especially as it related to being able to take care of themselves should anything happen to them physically. This insight, coupled with an understanding of the need for conservative investments (in this case, CDs) due to the risk profile of older people, led to the creation of the “Take Ten” CD. This was a traditional CD, earning market interest rates, with a twist – you could withdraw up to 10% of your principal without penalty. Northeast Savings was the first bank in the country to offer this type of CD and was recognized in USA Today. More importantly, the CD garnered $180M in new deposits in the first three months and, after a year, no one had exercised the option to withdraw principal. Consumers wanted the security of knowing that they could, but really needed to earn interest on their deposits.
Four Must-Have Strategists Every CEO Needs
Sun, May 8, 2011 — Every CEO has the responsibility to set the vision and make certain the strategies to address this vision are created and implemented. The CEO must determine what resource options are best suited to help develop and implement the various strategies and budget accordingly.
Building Company Value After an Acquisition
Sun, Mar 27, 2011 — Marketing’s Role in Post-Merger Integration The deal was just signed! Now what do we do? How many times have we heard this familiar cry? You are not alone. Over 70% of the deals completed today fail to add company value! The primary reason for most failures: poor post-merger integration planning and execution. The integration of two businesses after an acquisition is no longer restricted to the domain of Finance and IT. Markets drive our businesses today! The role of Marketing in building company value after an acquisition is more critical than ever before. To build market share, competitive dominance and product superiority, Marketing’s approach to the integration program must be very systematic. Marketing must uphold the brand, maintain customer confidence and leverage all possible synergies while vigilantly monitoring ROI. As if this isn’t a difficult enough balancing act, Marketing must articulate the longer-term “go-to-market” strategy to ensure the continuity of value enhancement programs long after the integration process is complete. So where do you begin?