Artificial intelligence is fast becoming an intrinsic part of every industry.
It’s estimated that the global AI market will grow at a rate of 40.2% CAGR (Compound Annual Growth Rate) from the year 2021 to 2028. While the top names spend on research, the smaller organizations rely on offshore AI companies to embrace artificial intelligence and machine learning technology and integrate them into their business processes.
Working with the right AI company can help streamline the business operations, optimize the resources, and increase returns by changing the way management and employees perform their day-to-day activities at work.
Here are the top 20 artificial intelligence companies to watch out for in 2022:-
https://www.datatobiz.com/blog/top-artificial-intelligence-companies/
2. Data engineers to build successful data pipelines,
Data leaders to work on data + AI transformation
Data scientists to collaborate and develop data science models
Databricks was founded in 2013 by the creators of Apache Spark™, Delta Lake, and MLflow.
The company is based in San Francisco, US, with offices in different parts of the world.
Databricks provides a simplified AI platform to seamlessly unify data, analytics, and
business workloads.
The open cloud platform has been built combining data warehouses and data lakes to
help create a cost-effective and flexible solution for businesses. The company has
experienced-
Databricks works with enterprises from various industries and is a partner of Microsoft,
Tableau, Amazon, and other solution providers.
1. Databricks
3. Artificial intelligence and natural language processing
Data warehousing and Big Data Analytics
Computer vision
Business intelligence and Power BI
AI and Tableau staff augmentation
DataToBiz was founded in 2018 with its headquarters in Chandigarh, India. The company helps to unlock
the power of data and use AI technology in various aspects of a business. From automation to decision-
making, DataToBiz works with MSMEs and multinational organizations at every stage. Many US-based
and UAE-based international MNCs are clients of DataToBiz.
The company offers a range of solutions, starting from
DataToBiz works with businesses from several industries to understand the challenges and overcome
them using artificial intelligence and data science. The company has assisted various organizations to
adopt and use AI solutions to help with security, surveillance, risk management, and many other
services.
DataToBiz has developed two popular AI-based solutions- PrepAI and SensiblyAI. PrepAI is a question
generation platform designed for teachers and educators. SensiblyAI is a retail analytics solution
developed for retail stores, supermarkets and shopping malls with an ability to scale for larger
establishments.
The company is much more than a service provider. DataToBiz is a team of problem solvers.
2. DataToBiz
4. Data scientists and analysts
IT and DevOps teams
Information workers and executives
DataRobot was established in 2012 with headquarters in Boston, US, and offices in five
other countries. The company is one of the AI cloud leaders that provide unified platforms
to collect, analyze, and process all data types and environments. DataRobots has clients
from around the world, with many of them listed among the Fortune 50. The company
offers-
DataRobots provides services to handle data engineering, decision intelligence, machine
learning, and MLOps. It uses a systematic approach to streamline business processes and
improve the return rate. The company believes in the faster processing and scalability of
AI systems.
3. DataRobot
READ THE FULL ARTICLE:https://www.datatobiz.com/blog/top-artificial-intelligence-companies/
5. Data science solutions
Predictive analytics
Data mining and machine learning
Domino Data Lab was set up in 2013 and has its headquarters in San Francisco, US. The
company offers an Enterprise MLOps platform to help organizations revamp their systems
and process and adopt the latest technology. From the medical industry to agriculture
and automotive, Domino Data Lab has clients listed among the Fortune 100.
The company specializes in-
Domino Data Lab works with major IT Infrastructure and solution providers in the market.
The artificial intelligence consulting firm believes in the potential of data science to help
businesses become more productive and manage risk effectively. Automation and
collaboration are the key capabilities of the company
4. Domino Data Lab
6. Frontend solutions
Backend solutions
Business continuity and resilience services
Automation Anywhere was founded in 2003 in San Jose, US. The company offers an RPA
cloud platform that helps digitize and analyze processes by integrating them on a single
platform. Automation Anywhere is an expert in creating bots to automate the business
processes and increase productivity by three times, that too at 1/5th of the original cost.
Automation 360, developed by the company, happens to be the only cloud-native web
platform powered by AI. The platform offers end-to-end automation using bots. The
company offers-
The company has clients from various countries and has been named as a 2021 Gartner®
Magic Quadrant™ Leader.
5. Automation Anywhere
7. Data preparation and visualization
ML and MLOps
DataOps and analytic apps
Architecture and enterprise-level collaborations
Dataiku was established in 2013 with its HQ in New York, US. The company believes in
systemizing the use of data to achieve business goals with ease. It offers centralized
solutions to design, deploy, and manage AI-based applications in the enterprise.
Dataiku works to bring people and AI together and onto the same platform to deliver the
expected results using advanced technology. The company provides services such as-
The company was named the 2021 Gartner Peer Insights Customers’ Choice for Data
Science & ML Platforms. Dataiku works with enterprises from different industries to provide
artificial intelligence consulting solutions for everyday use.
6. Dataiku
8. It detects a spectrum of email attacks
Vendor email compromise
Spear phishing
Advanced email attacks
Abnormal Security was founded in 2018 and has its HQ in San Francisco, US. The company
provides a comprehensive cloud security solution to help modern businesses combat
email attacks. The integrated email security solution offered by the company works with
cloud offices.
Abnormal Security uses advanced behavioral data science and next-gen API architecture
to work with different enterprise email applications such as Google Workspace, Microsoft
365, and SEGs. The cloud-native architecture of Abnormal Security can be deployed
instantly and used for non-email data as well. It can be integrated with ticketing systems
and detecting tools.
7. Abnormal Security
READ THE FULL ARTICLE:https://www.datatobiz.com/blog/top-artificial-intelligence-companies/
9. Advanced deep learning AI technology
AI and ML for molecular recognition
State-of-the-art architecture
Atomwise was established in 2012 in San Francisco, US. The company plays a crucial role in
the medical industry by helping enterprises with computer-aided drug design and drug
discovery using AI and ML.
The AtomNet® technology is being used by more than 250 businesses from across the
globe. Atomwise is a part of 775+ collaborations to discover drugs for unique diseases
using-
Atomwise works to streamline the process of drug discovery and help developers achieve
goals faster and better. The technology developed by the company is used to find small
molecule hits and create broad pipelines of drugs.
8. Atomwise
10. Time series analysis
Automated CRM updates
Pipeline Management
Revenue Intelligence
Clari was started in 2013 with its base in Sunnyvale, US. The company provides AI-powered
solutions to fix the unpredictability of revenue for enterprises and empower them with
better systems and processes.
Clari’s Revenue Operations Platform helps with accurate revenue forecasting by assisting
businesses to streamline their sales pipelines and improve productivity. The platform
offers-
Clari combines revenue intelligence with insights and forecasting to drive the business
ahead and bring predictable revenue. The sales activity is converted to actionable insights
that help accurately forecast the revenue of the business for every quarter. The company
has users in 170 countries.
9. Clari
11. AMP Core AI platform- AMP Neuron™AMP Cortex™
AMP Clarity™
AMP ESS
AMP Robotics was founded in 2015 in Louisville, US. The company uses AI and robotics in
the recycling industry to help enterprises overcome the challenges of recycling and build a
cost-effective and scalable solution.
AMP Robotics has its presence in three continents and has installed hundreds of systems
to increase the value of materials extracted from recycled items and improve
sustainability. The company’s products are-
AMP Robotics works with industries that recycle electronic waste, construction and
demolition, and single-stream recycling of plastics, cardboards, aluminum, cups, etc. The
company believes in developing a flexible, efficient, and transparent model to help the
recycling industry reduce waste in the world.
10. AMP Robotics
12. Cost-effectiveness
Flexibility
Reliability
Precision
FarmWise was founded in 2016. The company is located in Salinas Valley, California, and
Yuma, Arizona, the US, known as the heart of the US Salad Bowl. FarmWise assists farmers
in streamlining their farming operations and increasing the efficiency of production.
The company offers unique services to farmers, such as the weeding machinery
developed using computer vision. It supports a wide range of crops and can work on
farms of any size. FarmWise is known for providing the following to its clients.
Farmwise collects the field data for analytics and shares it with the farmers to empower
their decision-making abilities and improve the yield. Titan FT 35 is the best AI and
computer vision weeding machine in the industry.
11. FarmWise
13. Machine learning
Domain expertise
Statistical methods
Business rules
MindBridge was started in 2015 in Ottawa, Canada, to change the way businesses analyze
financial data. The company works with many financial organizations and government
agencies to minimize losses through AI-based fraud detection and risk management.
MindBridge combines-
to create an ensemble AI platform that delivers holistic risk assessment solutions to
businesses. The platform works using twenty-eight control points that help provide a
comprehensive service to financial institutions. MindBridge is Security Organization
Controls (SOC) compliant and SOC 2® certified.
12. MindBridge
14. Centimeter-level precision
Integration with the self-driving system
Customization
Scalability and flexibility
Accuracy and affordability
DeepMap was founded in 2016 and has its HQ in California, US. The company uses
advanced mapping technology to provide safe autonomy to enterprises and
manufacturers from various industries.
The company offers localized solutions for autonomous vehicles through-
DeepMap works with some of the leading names in the automotive industry, such as Ford,
Honda, Bosch, and many others. The company provides HD maps, Maps as a Service, and
in-vehicle solutions to its clients.
13. DeepMap
15. Real-time stream solutions (not even a 2-second lag)
Custom trained algorithm for accurate data insights
Deployment on the cloud or on-premises
Batch transcription and multilingual support
Phonetic search and profanity filtering
Deepgram was founded in 2015 and has a fully remote team that works from California,
Michigan, and the Philippines. The company has built its own Automatic Speech
Recognition (ASR) system using a deep learning model. This system is more accurate,
fast, and reliable. The ASR system offers-
Deepgram also provides other solutions such as speech models and data labeling to
effectively analyze huge amounts of data in less time. The company offers a free API key
for businesses to try their products.
14. Deepgram
16. Explainable AI models (build/ buy)
ML Monitoring ((build/ buy)
MLOps and distributed systems
Fiddler was established in 2018 in California, US. With many of its clients belonging to the
Fortune 500 list, Fiddler aims to provide trustworthy AI experiences using data science and
other advanced technology to help its clients reap the benefits of artificial intelligence.
The company believes in simplicity and helps businesses become better equipped to take
risks and achieve the desired results. The company offers-
Fiddler works with big data to redefine performance. The AI Engine is flexible, scalable, and
delivers real-time insights. Businesses can use the Fiddler API to observe, monitor, and
analyze data to get actionable insights.
15. Fiddler
17. Support from Ezra’s expert team
Ultra-sensitive and painless MRI scanning
Ezra was founded in 2018 and has its HQ in New York, US. The company used advanced AI
and medical imaging technology to detect early signs of cancer in any part of the body.
The company has built an Ezra Full Body MRI Scan machine that takes just one hour to
scan and deliver the report about thirteen major organs in the human body.
Ezra is located in multiple cities across the US for people to book a scan and get the report.
Physicians can partner with Ezra to help their patients.
16. Ezra
18. Data labeling
Enterprise AI applications
Model development and deployment
Custom visual AI
CrowdAI was started in 2016 with the HQ in San Francisco, US. The company creates and
deploys AI-powered applications to help enterprises with industrial transformation.
The company offers the following services-
CrowdAI provides a code-free platform to enable businesses from various fields such as
aerospace, disaster response, and management, defense, retail, insurance, pharma, oil &
gas, etc. The company claims to reduce maintenance costs by 50% and detect up to 90%
of the defects when the product is in the production line.
17. CrowdAI
19. Real-time coaching to use the right word/ phrase
Knowledge base integrations to share relevant information
RPA and workflow automation to deal with repetitive task
Analytics and insights for conversations
Compliance reporting
Cresta was founded in 2017 in San Francisco, US, by leading AI experts. The company
focuses on assisting agents to provide better and enhanced customer service. Day One®
provides real-time support that improves conversations with customers.
The product helps customer service agents through-
Cresta works with clients from the automotive, telecom, SaaS, and retail industries. The
clients have and have seen a tremendous improvement in their customer services.
18. Cresta
20. Falkonry Clue
Falkonry Workbench
Falkonry Analyzer
Falkonry LRS
Falkonry was established in 2012 and has its HQ in California, US. The company delivers
predictive operational excellence by helping enterprises increase business performance
and productivity. Falkonry uses pattern recognition, defense intelligence, and other
advanced technology to help its clients.
The company provides the below products to assist organizations from several industries.
The company services include real-time operational intelligence, continuous monitoring,
detailed analytics, timely alerts, and experienced manpower to streamline the processes.
The products work at the edge, on-site, or on the cloud.
19. Falkonry
21. Credit decisioning
Fraud detection
Demand forecasting
Yield forecasting
Price optimization
Algorithm trading
Image classification
NLP and churn reduction
Arize AI has its headquarters in Berkley, US, and provides AI/ ML deployment and
troubleshooting services for various enterprises. The company has designed a platform
that improves the ML model’s velocity by automatically identifying the problems and
solving them.
The company aims to iron out the issues that arise when deploying a model in real-time in
an enterprise. The company fills the gap between research and adoption of the models to
ensure that the designed ML model will deliver what it is supposed to.
The company offers solutions such as-
Arize can be integrated with any platform and model with seamless ease.
20. Arize AI
22. READ THE FULL ARTICLE
https://www.datatobiz.com/blog/top-artificial-intelligence-
companies/