Avaya, DarwinAI, GigaSpaces and Minds.AI Offer Solutions from Improving Call Centers to Predicting Stock Prices to Speeding Drug Discovery
Resolve call-center issues more effectively by bringing post-call speech analysis capabilities into real-time conversations. Use AI to observe and improve neural networks in training. Reduce financial risk by employing real-time predictive analytics. Predict molecular properties in pharmaceutical research through neural network training.
These are just some of the Intel® AI enabled innovations to be showcased at the upcoming Artificial Intelligence Conference, April 15-18 in New York, presented by O’Reilly Media and Intel. Find a complete overview of our conference activities here.
Avaya: Conversational Intelligence
Avaya’s solution identifies contextual words and phrases to trigger in-call workflow actions, and even generates transcriptions and summaries, so companies can take action based on analysis of speech content while the customer is still on the line.
Avaya’s inference solution leverages the Intel® Math Kernel Library (Intel® MKL) and Intel® C++ Compiler on Intel® Xeon® Scalable processors. This interactive demo is a must for call center supervisors and others who need to increase agent efficiency while improving the customer experience.
Explore Avaya’s approach to conversational intelligence here.
DarwinAI: Deep Learning for the Edge
Deep learning has the potential to disrupt numerous industries, but because neural networks are difficult and expensive to build and operate not all enterprises are exploiting this potential. DarwinAI’s proprietary technology uses AI to address these problems. For this interactive demo, DarwinAI uses a highly-optimized and state-of-the art version of EdgeSpeechNet* on Intel® architecture, achieving higher inference throughput without any loss in accuracy.
DarwinAI will demonstrate its Generative Synthesis* platform, using AI to observe a neural network as it is being trained and then generate new, highly-optimized versions of that network – a tremendous advantage for developers of autonomous cars, consumer electronics, aerospace and defense applications.
Learn more about DarwinAI deep learning solutions here.
GigaSpaces: Real-time Machine Learning for Predicting Stock Price
The InsightEdge solution: data sources, pre-processing, attributes, output
GigaSpaces will showcase a practical solution for financial industries: real-time predictive analytics for reducing risk. In this demo experience, viewers can watch two Spark* jobs running – one on streamed news feed data from hundreds of news sources and the second running on transactional data drawn from more than 100,000 trades.
Based on a combination of historical behavior and sentiment analysis, users can obtain a real-time view of the data, trends and actual prediction for stock choices (sell, hold or buy). GigaSpaces will highlight the integration between its InsightEdge data platform and recently launched Intel® Optane™ DC persistent memory, and the resulting performance improvements and cost savings.
Learn more about the GigaSpaces predictive analytics solutions here.
Minds.AI: Neural Network Training for Molecular Property Prediction
Rapid training and inference performance is vital for AI-assisted drug research. This audience-participation demo lets attendees themselves run inference results for molecular property predictions: users enter a given molecule, and the application predicts and displays its properties. Minds.AI will show the performance gain using Intel® Optimization for TensorFlow* compared to default solutions, displaying results and performance benchmarks in an easy-to-understand format.
This demo will also explain why fast training (and inference) performance is important for AI assisted drug research – and what it means for other AI projects in development, leveraging these graph convolutions in other AI fields.
Learn more about neural network training for drug research here.
O’Reilly AI Conference 2019 in New York
Planning to attend the conference? Or just happen to be in the neighborhood? Join us at the Intel® AI Builders Showcase Event, held on Tuesday, April 16 from 1:45 – 7:30 p.m. You’ll find more real-world AI solutions and enjoy a networking cocktail party. Both the event and party are open and free to all – not just conference attendees!
We also invite you to follow us @IntelAI for the latest happenings at #TheAIConf next week.