Software makers are rushing to imbue supply-chain-management tools with artificial intelligence.
Software makers such as IBM, i2 Technologies, Manugistics, and SAP are rushing to imbue supply-chain-management tools with artificial intelligence, allowing them to make better choices and even learn from mistakes.
Supply-chain-management programs are structured sort of like flow charts, following a make-and-sell model of supply and demand. Software that IBM Labs is building works more like bees in a hive, with lots of autonomous agents going out into the world collecting data. The result, says Grace Lin, a senior manager at IBM's T.J. Watson Research Center, is a system that can more easily consider new sources of information. These "sense and respond" systems make their own decisions based upon the variables at hand and aren't strictly confined to a set of rules.
IBM's effort essentially gives the program artificial intelligence, so it compares current business conditions to historical ones and forecasts what's likely to happen next. "It doesn't just react, but anticipates," Lin says. And based on what actually does occur, the program can compare its forecast against reality, learning if it made a mistake. Lin says she expects a finished prototype later this year and a commercial version within five years.
How Enterprises Are Attacking the IT Security EnterpriseTo learn more about what organizations are doing to tackle attacks and threats we surveyed a group of 300 IT and infosec professionals to find out what their biggest IT security challenges are and what they're doing to defend against today's threats. Download the report to see what they're saying.
Infographic: The State of DevOps in 2017Is DevOps helping organizations reduce costs and time-to-market for software releases? What's getting in the way of DevOps adoption? Find out in this InformationWeek and Interop ITX infographic on the state of DevOps in 2017.
IT Strategies to Conquer the CloudChances are your organization is adopting cloud computing in one way or another -- or in multiple ways. Understanding the skills you need and how cloud affects IT operations and networking will help you adapt.