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Not every number is a KPI
A data point
A data point tied to a goal
The KPI that cost a bank $185 million
Wells Fargo measured products per household — how many accounts, cards and services each customer held. An internal initiative called “Going for Gr-eight” set the goal at eight products per household. Employee compensation and job security were tied to hitting it.
On paper, a sensible metric. Cross-sell depth genuinely does correlate with customer value in retail banking.
Staff hit the number the only way it could be hit at that pressure: they opened accounts customers never asked for. Roughly 1.5 million unauthorised deposit accounts and 565,000 credit card accounts were created between 2011 and 2016. Some were funded by moving money out of customers’ real accounts, triggering fees on money the customer didn’t know had moved.
Regulators fined the bank a combined $185 million in September 2016, including $100 million from the CFPB — at the time the largest penalty the bureau had issued. Around 5,300 employees were dismissed. The consent orders and reputational damage ran for years afterwards, and cost far more than the fine.
Three guardrails that would have caught it
Sources: CFPB press release, 8 September 2016 · CFPB enforcement action record. A May 2017 review put the total number of potentially unauthorised accounts closer to 3.5 million.