Top 20 Artificial Intelligence Companies to Watch Out in 2022
Artificial intelligence is fast becoming an intrinsic part of every industry. From automobiles to manufacturing to finance, hospitality, media, and travel, AI technology is being adopted by SMEs and large enterprises. Giants such as Google, Amazon, and Facebook are investing heavily into researching AI and ML algorithms.
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. We have not one or two but twenty such top artificial intelligence companies assisting MSMEs and large-scale enterprises to become a part of the AI revolution.
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-
- 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 works with enterprises from various industries and is a partner of Microsoft, Tableau, Amazon, and other solution providers.
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
- 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 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.
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-
- Data scientists and analysts
- IT and DevOps teams
- Information workers and executives
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.
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-
- Data science solutions
- Predictive analytics
- Data mining and machine learning
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.
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-
- Frontend solutions
- Backend solutions
- Business continuity and resilience services
The company has clients from various countries and has been named as a 2021 Gartner® Magic Quadrant™ Leader.
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-
- Data preparation and visualization
- ML and MLOps
- DataOps and analytic apps
- Architecture and enterprise-level collaborations
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.
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.
- It detects a spectrum of email attacks
- Vendor email compromise
- Spear phishing
- Advanced email attacks
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.
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-
- Advanced deep learning AI technology
- AI and ML for molecular recognition
- State-of-the-art architecture
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.
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-
- Time series analysis
- Automated CRM updates
- Pipeline Management
- Revenue Intelligence
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.
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 Core AI platform- AMP Neuron™AMP Cortex™
- AMP Clarity™
- AMP ESS
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.
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.
- Cost-effectiveness
- Flexibility
- Reliability
- Precision
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.
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-
- Machine learning
- Domain expertise
- Statistical methods
- Business rules
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.
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-
- Centimeter-level precision
- Integration with the self-driving system
- Customization
- Scalability and flexibility
- Accuracy and affordability
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.
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-
- 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 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.
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-
- Explainable AI models (build/ buy)
- ML Monitoring ((build/ buy)
- MLOps and distributed systems
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.
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.
- Support from Ezra’s expert team
- Ultra-sensitive and painless MRI scanning
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.
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-
- Data labeling
- Enterprise AI applications
- Model development and deployment
- Custom visual AI
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.
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-
- 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 works with clients from automotive, telecom, SaaS, and retail industries. The clients have and have seen a tremendous improvement in their customer services.
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.
- Falkonry Clue
- Falkonry Workbench
- Falkonry Analyzer
- Falkonry LRS
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.
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-
- Credit decisioning
- Fraud detection
- Demand forecasting
- Yield forecasting
- Price optimization
- Algorithm trading
- Image classification
- NLP and churn reduction
Arize can be integrated with any platform and model with seamless ease.
Conclusion
SMEs and large enterprises can boost their business productivity and increase the quality of work while spending only a portion of their previous investments in the projects. Artificial intelligence can be used at every level of the business to get the expected results.
Organizations can work with the top artificial intelligence companies with experience in their field and adopt the new data-driven ML model for better decision-making. From automation to optimization to operational efficiency, AI takes care of it all.
Artificial intelligence, machine learning, and data science can provide comprehensive solutions to every business enterprise and increase the return on investment through a streamlined approach.
Author Bio:
Kavika is Head of Information Management at DataToBiz. She is responsible for the identification, acquisition, distribution & organization of technical oversight. Her strong attention to detail lets her deliver precise information regarding functional aspects to the right audience.
