Machine learning has been making huge strides recently, and there are few better fits for AI than in analytics. Analytics these days are embedded in almost every application. Customers demand deeper insight into usage patterns and expect apps to give them this information.
In this article, we’ll be looking at four industries that have benefited immensely by adopting predictive analytics in their workflows.
Cybersecurity
Malicious actors are increasingly using AI to weaponize malware and bypass existing security systems. It makes sense to use AI to combat these attacks since manually reacting to intelligent algorithms might leave an organization a few steps behind the ball.
These days, organizations are increasingly turning to AI-powered cybersecurity systems that can detect malicious code and malware embedded in files before they can cause harm.
A study conducted in 2019 managed to use self-organizing incremental neural networks (SOINN) to detect malware. Researchers used SOINNs to convert binary files into visual representations. As a result, malware can be detected without having to run the code which protects the rest of the network.
While SOINN use represents a breakthrough technology that will make its way into products in the future, current solutions use AI in different ways.
Firms use self-learning algorithms to monitor network intrusions in real-time through anomaly detection, keyword matching, and statistical monitoring. AI is also used to analyze user behavior patterns to help prevent malicious insider attacks, which represent 20% of all 2019 cybersecurity incidents, according to Verizon.
Thanks to extensive research that is being conducted, AI usage in cybersecurity applications is poised to grow just in time as malicious actors turn to increasingly sophisticated methods of attack.
Lending Platforms
Online lending has steadily increased since the advent of the first peer to peer platforms in the mid-2000s and isn’t slowing down anytime soon. The global online lending marketplace is poised to grow to $11.6 billion by 2025, which represents a growth of 20.5% annually.
One of the reasons consumers prefer online lenders is faster approval times and less bureaucracy compared to traditional banks. Online lenders manage to deliver these benefits by utilizing AI to quickly analyze the credit-worthiness of borrowers by using alternative credit evaluation models.
Natural language processing (NLP) algorithms work very well in this field due to firms demanding a specific focus on credit-worthiness. Many firms use NLP to mine vast stores of data from alternative data sources. For example, NLP can analyze an applicant’s browsing patterns and correlate that to learned patterns of reliable borrowers. The analysis extends beyond browsing patterns.
AI algorithms can learn and build models based on a variety of factors such as social media usage, blogging contributions, geolocation data, and peer network membership. All of these data are gathered into elegantly embedded dashboards that provide real-time information to credit analysts. Analysts can run ad-hoc reports on these data or rely on parameterized reports to arrive at credit decisions. These processes allow lending firms to serve previously underserved sections of society, such as students or those with poor credit.
Healthcare
Telehealth services have grown massively during this decade, and their usage amongst consumers has accelerated due to the COVID-19 pandemic. AI-powered chatbots trained in domain-specific knowledge use NLP to diagnose patient illnesses after a question and answer session.
Diagnostic teams are increasingly using AI to collect samples from patients and diagnose test results in conjunction with medical history to propose diagnoses. Human employees take the recommendations of these AI assistants into consideration before diagnosing illnesses. As a result, doctors have full access to patient medical histories and symptoms summarized in dashboards before they ever see them in person.
AI is also being used by biotech companies to form patient diagnoses by analyzing genome sequences and comparing them to learned data. These algorithms can analyze over 37,000 sequenced genomes to arrive at a final diagnosis. This represents a major upgrade over current diagnosis methods.
Pharmaceutical manufacturing companies are increasingly using AI to develop new medicines and to find new applications for old medicines. Algorithms are also being used to identify possible new patients amongst those previously thought invulnerable to certain diseases.
Financial Services
Financial services is a wide industry that presents many applications for AI. Institutional wealth management firms routinely use AI-powered dashboards to track real-time alerts on target acquisitions or the market in general. Prime brokers use AI algorithms to carry out market-making trades with minimal human intervention.
Private equity firms rely on disparate data sources when analyzing acquisition targets. Integrating these various data into a single application used to be tough. These days, not only do embedded analytics providers integrate disparate sources of data, but they also offer predictive analytics depending on user-defined criteria.
Portfolio-level analytics help managers predict the effect of volatility events and carry out rebalancing activities accordingly. All of this helps firms reduce their risk in the markets and make better decisions for their clients.
Embedded AI Is the Future
With analytics appearing everywhere, it’s only a matter of time till they become predictive and offer insight into future events instead of merely drawing conclusions from past patterns. AI use is bound to increase beyond the industries highlighted. These four industries point to the industry-changing power of AI.
Hi, this weekend is fastidious in support of me, for the reason that this point in time i am
reading this enormous educational post here at my house.
Please let me know if you’re looking for a article author for your blog.
You have some really good posts and I feel I would be a good asset.
If you ever want to take some of the load off, I’d absolutely love to
write some material for your blog in exchange for a link back to mine.
Please blast me an email if interested. Thank you!
whoah this blog is magnificent i love reading your posts.
Keep up the great work! You already know, a lot of persons are searching around for this
info, you can help them greatly.
It’s the best time to make some plans for the future and it’s time to be happy.
I have read this submit and if I may just I wish to
recommend you few interesting issues or tips. Perhaps you can write next articles regarding this article.
I want to read more things approximately it!
Hi, just wanted to mention, I enjoyed this post. It was funny.
Keep on posting!
I am not sure where you are getting your information, but great topic.
I needs to spend some time learning more or understanding more.
Thanks for wonderful information I was looking for
this info for my mission.
It’s very easy to find out any topic on net as compared
to books, as I found this paragraph at this site.
Great information. Lucky me I found your website by accident (stumbleupon).
I have bookmarked it for later!
It’s an amazing post in support of all the internet
users; they will obtain benefit from it I am sure.
Metal logistics services Ferrous material waste minimization Iron scrap melting
Ferrous material recycling ecological sustainability, Iron waste reprocessing solutions, Scrap metal classification
Environmental copper processing Copper scrap briquetting Metal waste stream management
Copper cable recycling site, Metal scraps, Copper scrap baling and shredding
Some of these vibrators allow you to activate different settings depending on how much tipping your blonde cam girls has received. This encourages the viewer to use more and the girl to use more.
Hi, I do think this is an excellent web site.
I stumbledupon it 😉 I am going to return once again since I bookmarked it.
Money and freedom is the best way to change, may you be rich and continue to guide other people.
médicaments : Ce que les consommateurs doivent savoir avant d’acheter en ligne Pharmakern Bagheria medicijnen zonder doktersrecept te bestellen
médicaments avec ou sans ordonnance Genericon Binningen comprar medicamentos
en Argentina
medicamentos en vente en Belgique sans ordonnance Heumann Zaragoza
médicaments achat en ligne en France
транзиты лилит по зодиаку 1747 на часах значение, 17 57 на часах магическая книга смотреть
сонник снится вода речка видеть во сне сажать подсолнух, грызть
семечки во сне исламский
сонник
Hello, for all time i used to check web site posts
here in the early hours in the break of day, because i enjoy to gain knowledge of more and
more.
сниться о наркотиках курить гадания на картах
на будущее на игральных картах 36
карт и расклад приворот после смерти
покупать постельное белье приснилось что
таро елены сурановой новые расклады
Comprar medicamentos en línea Medcor Oldenburg Medikamente in Österreich erhältlich
Medikamente ohne Rezept in Paris erhältlich Janssen Ginosa Marina Prix
compétitif pour la médicaments en ligne en Suisse
Hello are using WordPress for your site platform? I’m new to the blog world
but I’m trying to get started and set up my own. Do you need
any html coding expertise to make your own blog?
Any help would be greatly appreciated!
концерты за рубежом, земфира концерты 2023 казахстан сен керек емессин текст, сен керек емессин
текст перевод на русский проблема
переработки мусора в казахстане,
проблема переработки мусора в казахстане эссе цирк буынға бөлу,
көзілдірік буынға бөлу
ойыншықтар хикаясы 4 смотреть онлайн,
ойыншықтар хикаясы 3 смотреть атырау астана
самолёт рейс сегодня, расписание самолетов атырау сегодня жануарлар
туралы эссе жазу 5 сынып, жануарлар туралы мәтін 3
сынып химиядан викториналық сұрақтар, химия 8 сынып сұрақ
жауап
médicaments comprimés bon marché sandoz Santa Rosa Acheter médicaments en toute sécurité et confidentialité
жерді пайдалану құқығы, жерге меншік құқығы гдз химия 10 класс оспанова казакша, химия 10 сынып 2 бөлім үйде кесіртке жүрсе не болады, кесіртке қайда мекендейді olympus фотоаппарат, olympus фотоаппарат купить
а. пайда болу себебін түсіндіріңіз., №1
тапсырма а.берілген картаның түрін ажыратыңыз жаңбырмен жер көгерер перевод, жаңбырмен жер
көгерер перевод на русский срсп
это, сроп это семей полигоны
зардап шеккен адамдар эссе,
семей ядролық полигоны қай жылы ашылды
туры достопримечательностей, тур по
казахстану сынауыққа су құйып, су
неше минутта қайнайды тоо болашак-т,
казпрострой жол ережесі тест жауаптарымен, жүргізуші куәлігін алу
тест сұрақтары 2022
Does your blog have a contact page? I’m having a tough
time locating it but, I’d like to send you an email.
I’ve got some recommendations for your blog you might be interested in hearing.
Either way, great blog and I look forward to seeing it
improve over time.
карта сила внешность молитвы к спиридону тримифунтскому на русском языке
если снится синяк на животе
чтобы позвонил сразу после прочтения заговор сильный отжиг в магии
что это такое
I love to meet new people and have fun with them. I like to chat, free adult live chat in front of the cam and shoot clips. I am open for new adventures 🙂
You get the horny chat online next door. No fake nails and no silicone tits, just pure natural horniness. Just come to my chat and we will live out our hottest secret fantasies.
paxlovid price: check this – paxlovid for sale
canl? c***** siteleri: cazino – c***** oyunlar?
пин ап зеркало [url=http://1winci.icu/#]пин ап[/url] пин ап официальный сайт
pinup az: pin up c***** – pin up
https://1winrussia.online/# 1xbet скачать
пин ап казино вход
1хбет: 1xbet официальный сайт – 1хбет
h?zl? c***** [url=https://1wintr.fun/#]en iyi c***** siteleri[/url] dunyan?n en iyi c***** siteleri
1xbet зеркало: 1хставка – 1xbet
c***** siteleri: slot c***** siteleri – dunyan?n en iyi c***** siteleri
1xbet: 1xbet – 1xbet официальный сайт
пин ап зеркало: пин ап зеркало – пин ап официальный сайт
https://1winindia.tech/# pin up
пин ап
pin-up c***** giris: pin up – pin up azerbaycan
пин ап казино вход: пин ап казино – пинап казино
médicaments disponible sans tracas Sanofi Metz kan men medicijnen zonder recept krijgen in Brussel
https://1wintr.fun/# c***** sitesi
пинап кз
пин ап казино: пин ап кз – пин ап казино вход
пин ап зеркало: пинап зеркало – пинап зеркало
пин ап кз [url=https://1winindia.tech/#]пин ап[/url] пинап казино
http://indianpharm1st.com/# top 10 pharmacies in india
http://indianpharm1st.com/# india online pharmacy
online prescription for ed meds: is ed reversible – best drugs for ed
https://mexicanpharm1st.com/# mexico drug stores pharmacies
mexican online pharmacies prescription drugs: buying prescription drugs in mexico – reputable mexican pharmacies online
purple pharmacy mexico price list [url=https://mexicanpharm1st.com/#]medicine in mexico pharmacies[/url] mexico drug stores pharmacies
best online pharmacy india: indian pharmacy online – indian pharmacies safe
https://drugs1st.store/# erectile dysfunction
top 10 online pharmacy in india: indian pharmacy – indian pharmacies safe
medication for ed: natural herbs for ed – natural c**** for ed
https://sweetbonanzatr.pro/# sweetbonanzatrpro
pinup bet and c*****
https://pinup-az.bid/# pinup az
pin up zerkalo
pin up 306 [url=https://pinup-az.bid/#]pin up[/url] pin-up c***** giris
sweet bonanza tr: sweet bonanza – sweet bonanza tr
http://pinup-az.bid/# pin-up c***** giris
бюджетная классификация рк,
ебк расшифровка погода в балхаше,
погода в балхаше аэропорт онкология емдеу жолдары, онкологиялық
аурулар күтімі забытый смотреть онлайн бесплатно корея, наша газета
https://pinupzerkalo.fun/# пинко
pin up zerkalo
пин ап казино онлайн: pin up kz – Пин Ап Казино Официальный Сайт
https://pinup-az.bid/# pin up c*****
pin up zerkalo
Официальный Сайт: бонусы пин ап – пин ап
pin-up c***** giris [url=https://pinup-az.bid/#]pinup-az bid[/url] pin up azerbaycan
http://pinupzerkalo.fun/# бонусы пин ап
pin up win
пин ап казино: Официальный Сайт – Пин Ап Казино Официальный Сайт в России
пин ап казино: пин ап вход – пин ап казино
пин ап: пин ап зеркало – пинко
paxlovid1st: see a healthcare provider – See risks
paxlovid store: Visit store – paxlovid1st
amoxil online: shop – amoxil
http://stromectol1st.store/# stromectol delivery usa
stromectol: stromectol online – stromectol b*********
medicine in mexico pharmacies [url=http://mexicanpharm24.cheap/#]Legit online Mexican pharmacy[/url] buying prescription drugs in mexico online
http://mexicanpharm24.cheap/# buying prescription drugs in mexico
canadian online drugs
real cialis without a doctor’s prescription http://indianpharm24.pro/# cheapest online pharmacy india
Online medicine home delivery: Indian pharmacy to USA – best online pharmacy india
https://pharm24.pro/# cialis without a doctor’s prescription
ed supplements
top ed pills http://pharm24.pro/# injectable ed drugs
mexican online pharmacies prescription drugs [url=https://mexicanpharm24.cheap/#]mexican pharmacy[/url] mexican drugstore online
medication from mexico pharmacy: Legit online Mexican pharmacy – mexican rx online
http://mexicanpharm24.cheap/# medication from mexico pharmacy
muse ed drug
mexican pharmaceuticals online: mexico pharmacy – buying prescription drugs in mexico online
hims ed pills https://mexicanpharm24.cheap/# mexican online pharmacies prescription drugs
mexican rx online: mexican drugs – mexican mail order pharmacies
http://mexicanpharm24.cheap/# mexican border pharmacies shipping to usa
erectile dysfunction medicines
ed natural treatment: cheap drugs online – male erectile dysfunction
pharmacy website india: Best online Indian pharmacy – cheapest online pharmacy india
men ed: cheap meds – causes of ed
over the counter ed drugs https://mexicanpharm24.cheap/# medication from mexico pharmacy
https://matadorbet.bid/# matadorbet giris
deneme bonusu veren siteler 2024
slot tr online: slot tr online – az parayla cok kazandiran slot oyunlar?
slot oyunlar? [url=https://slot-tr.online/#]en kazancl? slot oyunlar?[/url] slot oyunlar?
deneme bonusu veren siteler yerliarama.org https://ultrabet-tr.online/# ultrabet guncel
deneme bonusu veren siteler mycbet.com [url=https://denemebonusuverensiteler.top/#]deneme bonusu veren siteler betturkey[/url] deneme bonusu veren siteler yeni
ultrabet yeni giris 1125: ultrabet yeni giris 1125 – ultrabet
http://casinositeleri.win/# C***** Siteleri
deneme bonusu veren siteler 2024
c***** siteleri win: c***** siteleri win – C***** Siteleri
matadorbet.bid: matadorbet giris – matadorbet.bid
deneme bonusu veren siteler denemebonusu2026.com [url=http://denemebonusuverensiteler.top/#]deneme bonusu veren siteler betturkey betturkey.com[/url] denemebonusuverensiteler.top
ultrabet guncel: ultrabet giris – ultrabet guncel
deneme bonusu veren siteler yerliarama.org: deneme bonusu veren siteler – deneme bonusu veren siteler betturkey betturkey.com
ultrabet [url=http://ultrabet-tr.online/#]ultrabet tr online[/url] ultrabet bonus
ultrabet tr online: ultrabet guncel – ultrabet bonus
http://rybpharm.com/# buy rybelsus canada
rybpharm canada [url=http://rybpharm.com/#]buy rybelsus[/url] rybpharm
Buy gabapentin for humans: buy gabapentin online – GabaPharm
buy gabapentin [url=https://gabapharm.com/#]GabaPharm[/url] buy gabapentin
lasix: buy furosemide online – fur pharm
https://kampharm.shop/# kamagra
https://erepharm.com/# ED pills non prescription
работа гатчина подработка подработка в
калининграде с ежедневной оплатой для женщин уборщица время работы кафе в жилых домах отзывы почта
банк работа на дому
erepharm pills [url=http://erepharm.com/#]best ed pill ere pharm[/url] ED pills non prescription
furosemide furpharm.com: furosemide – furosemide
https://kampharm.shop/# Kamagra Kam Pharm
https://rybpharm.com/# rybpharm rybelsus
http://furpharm.com/# fur pharm
http://erepharm.com/# best ed pills online
furosemide furpharm.com [url=http://furpharm.com/#]furosemide fur pharm[/url] furosemide furpharm.com
buy rybelsus canada: rybpharm cheap semaglutide – rybpharm canada
https://mexicanpharmgate.com/# mexico drug stores pharmacies
buy prescription drugs from india: Indian pharmacy international shipping – online shopping pharmacy india
indian pharmacies safe [url=http://indianpharmacyeasy.com/#]Best online Indian pharmacy[/url] world pharmacy india
оңтүстік тв, казакстан тв өсу
қозғалысы, биологиялық өсу және даму скибиди доп доп ес ес ремикс,
скибиди доп доп ес ес ремикс тик ток маршрутизатор
купить астана, вай фай роутер
алтел
https://indianpharmacyeasy.com/# mail order pharmacy india
india pharmacy mail order: indian pharmacy – indianpharmacy com
http://indianpharmacyeasy.com/# Online medicine order
875 mg amoxicillin cost [url=https://amoxilcompharm.com/#]amoxil[/url] amoxicillin discount
Priligy tablets: buy priligy max pharm – buy priligy
trouver des tablettes acheter Globo María La Baja medicamentos
a precio asequible en Brasil
order amoxicillin online uk https://prednisoneraypharm.com/# prednisone online pharmacy
generic prednisone pills [url=http://prednisoneraypharm.com/#]buy prednisone[/url] buy prednisone tablets uk
amoxicillin order online no prescription: Amoxicillin for sale – cost of amoxicillin
5 mg prednisone daily: buy prednisone – prednisone 15 mg tablet
priligy [url=http://priligymaxpharm.com/#]buy dapoxetine online[/url] dapoxetine price
prednisone 15 mg daily: raypharm – prednisone 40mg
prednisone 10 mg tablets: order Prednisone – buy prednisone 20mg
buy prednisone online uk: prednisone – prednisone cost 10mg
where to get amoxicillin over the counter: amoxil – can i buy amoxicillin over the counter
priligy max pharm: cheap priligy – max pharm