Category Archives for "ARTIFICIAL INTELLIGENCE"

Consider Machine Intelligence for Piloting Your Business

A Price Waterhouse Coopers team led by Chris Curran tracked emerging technologies and chose eight as essential for the enterprise in 2020.

First is Artificial Intelligence, followed by Augmented Reality, Blockchain, Drones, Internet of Things, Robots, Virtual Reality, and 3D Printing.

For the B2B Media Executive, a solid understanding of the basics starts with AI.

Artificial Intelligence is an umbrella term often used to cover subfields like machine learning, but there is a difference. In fact, cognitive computing, AI, machine learning, and deep learning all can be described as machine intelligence.

Cognitive computing is the sensory branch of sensory intelligence. Computers use sensors and algorithms to see, hear, and feel, bringing human capabilities to computers so they think, behave, and act like humans.

AI is the brain behind cognitive computing. AI brings decision-making capabilities to computers, which we experience every day in the form of recommendation engines—think Netflix and Amazon—chatbots, and self-driving cars.

Now, machine learning requires massive amounts of data to recognize patterns and make predictions.

Businesses are using the predictive aspects of machine learning to improve customer service, security and business efficiencies.

And finally, deep learning uses neural science to mimic the physiology and function of the human brain, takes machine learning and applies the way a human brain thinks. Deep learning is the most advanced form of machine learning and is becoming the preferred way to train computers.

Knowing what Machine intelligence is doing for business is more than looking smart at your next social gathering. It’s essential to piloting your business into the future.

On solving the industry-specific problem as a Vertical AI startup with AI and subject matter expertise

Again and again, we’ve been revisiting this article by Bradford Cross and the embedded video of his talk at Data and Scale By the Bay, Vertical AI startups: Solving Industry-specific Problems by Combining AI and Subject Matter Expertise

I was reminded of the article recently when I talked with Greg Head of Scaling Point. Greg stressed starting with the need first, not the tech/software first. This is what Cross talks about with vertical AI and why AI startups should focus on providing a full-stack, fully-integrated solution to the end customer problem. Not only is this defensible, but you also control the “data value chain” and have pricing power.

So what are Vertical AI startups? As Cross says, they are full-stack products that require subject matter expertise, they gather unique, proprietary data from that domain, and then they use AI to deliver that core value proposition for that particular domain.