1 Prioritize the task. Cleaning data can be costly and time-consuming, so your first step should be figuring out which data is mission-critical and which isn’t. For some companies, it’s not worth cleaning data errors like sloppy punctuation when they don’t get in the way of business objectives. 2 Involve the data owners. Ask the business units that own the data for help defining precise rules for what constitutes dirty data. That includes figuring out in advance whether 98 percent clean is good enough, or whether 100 percent is required or affordable.3 Keep future data clean. Put processes and technologies in place that check every zip code and every area code.4 Align your staff with business. Make sure you have IT people working on the ground with business units to make necessary changes in the data and relabel wrongly tagged inventory. Related content brandpost Sponsored by Palo Alto Networks Operational technology systems require a robust Zero Trust strategy in 2024 Zero Trust provides a foundation for creating a stronger security posture in 2024. By Navneet Singh, vice president of marketing, network security, Palo Alto Networks Dec 05, 2023 6 mins Security brandpost Sponsored by AWS in collaboration with IBM How digital twin technology is changing complex industrial processes forever As the use cases for digital twins proliferate, it is becoming clear that data-driven enterprises with a track record of innovation stand the best chance of success. By Laura McEwan Dec 05, 2023 4 mins Digital Transformation brandpost Sponsored by AWS in collaboration with IBM Why modernising applications needs to be a ‘must’ for businesses seeking growth Around one-third of enterprises are spending heavily on application modernisation and aiming for cloud native status. The implications for corporate culture, structure and priorities will be profound. By Laura McEwan Dec 05, 2023 5 mins Digital Transformation opinion 11 ways to reduce your IT costs now Reorienting IT’s budget toward future opportunities is a big reason why CIOs should review their IT portfolios with an eye toward curbing unnecessary spending and realizing maximum value from every IT investment. By Stephanie Overby Dec 05, 2023 11 mins Budget Cloud Management IT Governance Podcasts Videos Resources Events SUBSCRIBE TO OUR NEWSLETTER From our editors straight to your inbox Get started by entering your email address below. Please enter a valid email address Subscribe