Determining the communication needs of stakeholders enables customization of communications to individual stakeholders or stakeholder groups so the message is clearly understood.

Early in a business data analytics engagement, stakeholders are identified and analyzed to understand how to effectively engage and collaborate with the variety of stakeholders involved. As the

Singapore has one of the oldest and most well-developed retirement programs in Asia, consisting of defined contribution plans in individual accounts. Mai Tan works as one of several product owners

The UK giftware and online gifting industry has gone through unprecedented changes in recent years. Retailers in this industry are experiencing cost pressures and need to increase effective

The following is a selection of some commonly used analysis and analytics techniques applicable to the Organizational-Level Strategy for Business Data Analytics domain. The following list of

Change originating out of an analytics initiative may be managed by a change management team, which analysts support, or analysts may hold the role of change manager. In this role they oversee

Marsha has worked as a business technology consultant at a large investment bank for the last four years. In that time, she has worked on several high- profile engagements and has forged strong

Defining the future state creates a vision of the desired outcome of the change. Defining success for a business data analytics initiative is as important as any other change initiative. Defining

Planning is an iterative process and changes to the approach are made as new knowledge is gained. Each of the six business data analytics domains includes an element of planning which may

Outside of the normal human reaction to being wrong, what is someone’s professional stance on being wrong?