![]() ![]() ![]() ![]() The power of deep learning can be much more accurate. “These are much more robust at understanding this and some forms of sarcasm. Richard Socher, chief data scientist at Salesforce, who came over in the acquisition of MetaMind last April, suggests if you have difficult wording like “not absolutely satisfied,” a keyword-based system might pick up on absolutely and satisfied and miss the not. Typically keyword-based tools have trouble with complex wording or sarcasm, but this tool is designed to deal with these. The Einstein Sentiment tool uses advanced technology to understand sentiment, even in cases when it is not entirely clear from the wording. This could be particularly useful for prioritizing customer service inquiries. The Einstein Intent tool allows programmers to understand the intent of customer inquiries, which could make it easier to automatically route leads, escalate service cases or personalize a marketing campaign through a custom app. The new services include sentiment and intent analysis and some pretty sophisticated image recognition analysis tools, that, when properly trained, can count objects and even recognize attributes like color or size. The three services open up all kinds of possibilities for developers to tap into these advanced technologies to build sophisticated functionality into apps built on top of Salesforce. These algorithms, which fall under the new Einstein Platform Services, enable third-party developers to add Einstein intelligence to applications built on top of the Salesforce platform. Salesforce launched three AI tools for developers today at the TrailheaDX developer conference. ![]()
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