This submit is co-authored by Anny Dow, Product Advertising Supervisor, Azure Cognitive Providers.
In an age the place low-latency and information safety might be the lifeblood of a corporation, containers make it attainable for enterprises to fulfill these wants when harnessing synthetic intelligence (AI).
Since introducing Azure Cognitive Providers in containers this time final yr, companies throughout industries have unlocked new productiveness good points and insights. The mix of each probably the most complete set of domain-specific AI providers available in the market and containers allows enterprises to use AI to extra situations with Azure than with another main cloud supplier. Organizations starting from healthcare to monetary providers have remodeled their processes and buyer experiences consequently.
These are a number of the highlights from the previous yr:
Using anomaly detection for predictive upkeep
Airbus Protection and House, one of many world’s largest aerospace and protection corporations, has examined Azure Cognitive Providers in containers for creating a proof of idea in predictive upkeep. The corporate runs Anomaly Detector for instantly recognizing uncommon conduct in voltage ranges to mitigate surprising downtime. By using superior anomaly detection in containers with out additional burdening the info scientist staff, Airbus can scale this crucial functionality throughout the enterprise globally.
“Innovation has at all times been a driving power at Airbus. Utilizing Anomaly Detector, an Azure Cognitive Service, we will remedy some plane predictive upkeep use instances extra simply.” —Peter Weckesser, Digital Transformation Officer, Airbus
Automating information extraction for highly-regulated companies
As enterprises develop, they start to amass hundreds of hours of repetitive however critically essential work each week. Excessive-value area specialists spend an excessive amount of of their time on this. At present, progressive organizations use robotic course of automation (RPA) to assist handle, scale, and speed up processes, and in doing so free folks to create extra worth.
Automation Wherever, a frontrunner in robotic course of automation, companions with these corporations desirous to streamline operations by making use of AI. IQ Bot, their distinctive RPA software program, automates information extraction from paperwork of varied sorts. By deploying Cognitive Providers in containers, Automation Wherever can now deal with paperwork on-premises and on the edge for extremely regulated industries:
“Azure Cognitive Providers in containers offers us the headroom to scale, each on-premises and within the cloud, particularly for verticals reminiscent of insurance coverage, finance, and well being care the place there are hundreds of thousands of paperwork to course of.” —Prince Kohli, Chief Know-how Officer for Merchandise and Engineering, Automation Wherever
For extra about Automation Wherever’s partnership with Microsoft to democratize AI for organizations, take a look at this weblog submit.
Delighting clients and staff with an clever digital agent
Lowell, one of many largest credit score administration providers in Europe, desires credit score to work higher for everyone. So, it really works laborious to make each shopper interplay as painless as attainable with the AI. Partnering with Crayon, a world chief in cloud providers and options, Lowell got down to remedy the outdated processes that saved the corporate’s extremely educated credit score counselors too busy with routine inquiries and created friction within the buyer expertise. Lowell turned to Cognitive Providers to create an AI-enabled digital agent that now handles 40 p.c of all inquiries—making it simpler for service brokers to ship better worth to shoppers and higher outcomes for Lowell shoppers.
With GDPR necessities, chatbots weren’t an choice for a lot of companies earlier than containers grew to become accessible. Now corporations like Lowell can guarantee the info dealing with meets stringent compliance requirements whereas working Cognitive Providers in containers. As Carl Udvang, Product Supervisor at Lowell explains:
“By benefiting from container help in Cognitive Providers, we constructed a bot that safeguards shopper data, analyzes it, and compares it to case research about defaulted funds to search out the options that work for every particular person.”
One-to-one buyer care at scale in data-sensitive environments has grow to be simpler to realize.
Empowering catastrophe aid organizations on the bottom
A number of years in the past, there was a significant Ebola outbreak in Liberia. A staff from USAID was despatched to assist mitigate the disaster. Their first process on the bottom was to search out and categorize the data such because the state of healthcare amenities, wifi networks, and inhabitants density facilities. They tracked this data manually and needed to extract insights based mostly on a fancy corpus of information to find out one of the best plan of action.
With the rugged variations of Azure Stack Edge, groups responding to such crises can carry a tool working Cognitive Providers of their backpack. They’ll add unstructured information like maps, pictures, footage of paperwork after which extract content material, translate, draw relationships amongst entities, and apply a search layer. With these cloud AI capabilities accessible offline, at their fingertips, response groups can discover the data they want in a matter of moments. In Satya’s Ignite 2019 keynote, Dean Paron, Associate Director of Azure Storage and Edge, walks us by how Cognitive Providers in Azure Stack Edge might be utilized in such catastrophe aid situations (beginning at 27:07):
Remodeling buyer help with name heart analytics
Name facilities are a crucial buyer touchpoint for a lot of companies, and with the ability to derive insights from buyer calls is essential to bettering buyer help. With Cognitive Providers, companies can transcribe calls with Speech to Textual content, analyze sentiment in real-time with Textual content Analytics, and develop a digital agent to reply to questions with Textual content to Speech. Nevertheless, in extremely regulated industries, companies are sometimes prohibited from working AI providers within the cloud because of insurance policies in opposition to importing, processing, and storing any information in public cloud environments. That is very true for monetary establishments.
A number one financial institution in Europe addressed regulatory necessities and introduced the most recent transcription expertise to their very own on-premises setting by deploying Cognitive Providers in containers. By transcribing calls, customer support brokers couldn’t solely get real-time suggestions on buyer sentiment and name effectiveness, however additionally batch course of information to determine broad themes and unlock deeper insights on hundreds of thousands of hours of audio. Utilizing containers additionally gave them flexibility to combine with their very own customized workflows and scale throughput at low latency.
These tales contact on only a handful of the organizations main innovation by bringing AI to the place information lives. As working AI wherever turns into extra mainstream, the alternatives for empowering folks and organizations will solely be restricted by the creativeness.
Go to the container help web page to get began with containers at present.
For a deeper dive into these tales, go to the next