TECHNOLOGY

Top 5 things to know about data intelligence

November 19th, 2021

One buzzword on the rise is "intelligence." It's born of a real problem. Companies have data. They've digitally transformed. And now companies can find out what their sales tally was—but that's in a different system than customer preference data and marketing info.

You see, it's not enough to just have the information online: You need to make sense of it.

Here are five things to know about intelligent data.

1. Lock-in isn't working out. Vendors hoped that being the provider of your data would keep you in their building. But normally, no one vendor has all of a company's useful data. And customers are demanding openness so they can use their Salesforce data with their Microsoft data, for example.

2. Startups have solutions. You say you want to combine data from different siloed services? We have the solution at startup with Data in the name!

Alison Training Management

Our several billion dollar valuation shows how good our service is at taking your data and creating useful forecasts from it.

3. The big companies are using it but they may be laying the foundation of their own demise. Vendors like Adobe and Atlassian rely on startups to bring intelligence into their system. This may mean that what Salesforce is to Oracle, Databricks might be to Salesforce.

4. It's about questions, not status. The previous wave of digital transformation was about getting your data into a dashboard so you can see it. The intelligence wave is about letting you ask questions, like, "What will my customers want next June?"

5. There's a swing toward openness. A great tool that interprets data from a vendor can be the best artificial intelligence ever, but if your data isn't all in that vendor's system, you're going to have questions. More agile outside companies who don't have an interest in keeping your data in one bucket are going to have the advantage.

We're just at the beginning of this trend, so get ready to hear more about systems of intelligence and combining your data in a data lake. But it does look like it's a swing toward reducing lock-in and getting more useful predictive insights out of all that data you worked so hard to gather.

Curated By

Kaito Tanaka
Strategic Innovation Consultant | Technology Investment Analyst | Operations Research Director
Kaito Tanaka is a futurist journalist who approaches news through the lens of optimization and efficiency. Specializing in cutting-edge technologies like CRISPR, robotics, and supply chain innovations, he distills complex developments into their most actionable insights. Known for his clinical analysis style, Kaito cuts through traditional narratives to identify systemic inefficiencies and opportunities for progress. His commentary reflects a pragmatic worldview where sentiment yields to solutions, and every story is evaluated based on its potential to advance human capability. When he's not tracking breakthrough research, you'll find him optimizing his own workflow or planning his next travel adventure with mathematical precision.

Suggested Reading

Cyber Privacy: Who Has Your Data and Why You Should Care

You’re being tracked. Amazon, Google, Facebook, governments. No matter who we are or where we go, someone is collecting our data: to profile us, target us, assess us; to predict our behavior and analyze our attitudes; to influence the things we do and buy—even to impact our vote. If this makes you...

Data Action: Using Data for Public Good

Big data can be used for good--from tracking disease to exposing human rights violations--and for bad--implementing surveillance and control. Data inevitably represents the ideologies of those who control its use; data analytics and algorithms too often exclude women, the poor, and ethnic groups. In...

The Third Wave: An Entrepreneur's Vision of the Future

Steve Case—a pioneer who made the Internet part of everyday life—was on the leading edge of a revolution in 1985 when he co-founded AOL, the first Internet company to go public and the most successful business of the 1990s. Back then Case was an entrepreneur in an industry that hadn’t really been in...

Big Data: How the Information Revolution Is Transforming Our Lives

Is the Brexit vote successful big-data politics or the end of democracy? Why do airlines overbook, and why do banks get it wrong so often? How does big data enable Netflix to forecast a hit, CERN to find the Higgs boson, and medics to discover if red wine really is good for you? And how are companie...

We use cookies to improve your experience on our website. By continuing to browse, you accept our Cookie Policy and Privacy Policy.