H20.AI’s Business Strategy Case Study
H20.AI’s Company Overview
H2O.ai provides an Open-source Machine Learning platform that makes it easy to build smart applications. It develops an Open-source parallel processing prediction engine for Machine Learning and predictive analytics on Big Data. The company also provides marketing mix modeling, risk and fraud analysis, advertising technology, and customer intelligence solutions.https://www.h2o.ai
Foundations date: 2011
H20.AI’s Customer Needs
Life changing: affiliation/belonging, self-actualization
Emotional: provides access, design/aesthetics
Functional: integrates, organizes, simplifies, saves time, reduces risk, reduces effort, quality, reduces cost
H20.AI’s Related Competitors
H20.AI’s Business Operations
An additional item offered to a customer of a primary product or service is referred to as an add-on sale. Depending on the industry, add-on sales may generate substantial income and profits for a firm. For example, when a customer has decided to purchase the core product or service, the salesman at an automotive dealership will usually offer an add-on sale. The pattern is used in the price of new software programs based on access to new features, number of users, and so forth.
Blue ocean strategy:
The blue ocean approach is predicated on the premise that market limits and industry structure are not predetermined and may be reconfigured via the actions and attitudes of industry participants. This is referred to as the reconstructionist perspective by the writers. Assuming that structure and market boundaries exist solely in managers' thoughts, practitioners who subscribe to this perspective avoid being constrained by actual market structures. To them, more demand exists, primarily untapped. The core of the issue is determining how to produce it.
Codifying a distinctive service capability:
Since their inception, information technology systems have aided in automating corporate operations, increasing productivity, and maximizing efficiency. Now, businesses can take their perfected processes, standardize them, and sell them to other parties. In today's corporate environment, innovation is critical for survival.
The critical resource in this business strategy is a community's intellect. Three distinct consumer groups comprise this multifaceted business model: believers, suppliers, and purchasers. First, believers join the online community platform and contribute to the production of goods by vendors. Second, buyers purchase these goods, which may be visual, aural, or literary in nature. Finally, believers may be purchasers or providers, and vice versa.
Digitalization is the systematic and accelerated transformation of company operations, processes, skills, and models to fully exploit the changes and possibilities brought about by digital technology and its effect on society. Digital transformation is a journey with many interconnected intermediate objectives, with the ultimate aim of continuous enhancement of processes, divisions, and the business ecosystem in a hyperconnected age. Therefore, establishing the appropriate bridges for the trip is critical to success.
A disruptive technology supplants an existing technology and fundamentally alters an industry or a game-changing innovation that establishes an altogether new industry. Disruptive innovation is defined as an invention that shows a new market and value network and ultimately disrupts an established market and value network, replacing incumbent market-leading companies, products, and alliances.
A business ecosystem is a collection of related entities ? suppliers, distributors, customers, rivals, and government agencies ? collaborating and providing a particular product or service. The concept is that each entity in the ecosystem influences and is impacted by the others, resulting in an ever-changing connection. Therefore, each entity must be adaptive and flexible to live, much like a biological ecosystem. These connections are often backed by a shared technical platform and are based on the flow of information, resources, and artifacts in the software ecosystem.
Knowledge and time:
It performs qualitative and quantitative analysis to determine the effectiveness of management choices in the public and private sectors. Widely regarded as the world's most renowned management consulting firm. Descriptive knowledge, also called declarative knowledge or propositional knowledge, is a subset of information represented in declarative sentences or indicative propositions by definition. This differentiates specific knowledge from what is usually referred to as know-how or procedural knowledge, as well as knowledge of or acquaintance knowledge.
The Lean Start-up methodology is a scientific approach to developing and managing businesses that focuses on getting the desired product into consumers' hands as quickly as possible. The Lean Startup method coaches you on how to guide a startup?when to turn, when to persevere?and how to build a company with maximum acceleration. It is a guiding philosophy for new product development.
Businesses use the open business approach to incorporate goods and services ecosystems from third parties that operate inside the same market framework. Collaboration between companies has the potential to increase the value delivered to the end customer or user. Software developers and platform integrators often use this business model.
Compared to more centralized development methods, such as those usually employed by commercial software firms, the open-source model is more decentralized. Scientists see the open-source approach as an example of collaborative openness. Peer production is a fundamental concept of open-source software development, with deliverables such as source code, blueprints, and documentation made freely accessible to the public. The open-source software movement started as a reaction to the constraints imposed by proprietary programming. Since then, its ideas have extended to other areas, resulting in what is known as open cooperation. Typically, money is generated via services that complement the product, such as advising and maintenance.
Product innovation is the process of developing and introducing a new or better version of an existing product or service. This is a broader definition of innovation than the generally recognized definition, which includes creating new goods that are considered innovative in this context. For example, Apple launched a succession of successful new products and services in 2001?the iPod, the iTunes online music service, and the iPhone?which catapulted the firm to the top of its industry.
A skunkworks project is one that is created by a small, loosely organized group of individuals who study and develop a project with the primary goal of radical innovation. The terminology arose during World War II with Lockheed's Skunk Works project. However, since its inception with Skunk Works, the phrase has been used to refer to comparable high-priority research and development initiatives at other big companies that include a small team operating outside of their regular working environment and free of managerial restrictions. Typically, the phrase alludes to semi-secretive technological initiatives, such as Google X Lab.
A solution provider consolidates all goods and services in a particular domain into a single point of contact. As a result, the client is supplied with a unique know-how to improve efficiency and performance. As a Solution Provider, a business may avoid revenue loss by broadening the scope of the service it offers, which adds value to the product. Additionally, close client interaction enables a better understanding of the customer's habits and requirements, enhancing goods and services.
Take the wheel:
Historically, the fundamental principles for generating and extracting economic value were rigorous. Businesses attempted to implement the same business concepts more effectively than their rivals. New sources of sustained competitive advantage are often only accessible via business model reinvention driven by disruptive innovation rather than incremental change or continuous improvement.
New technologies that are now being created or produced in the next five to ten years will significantly change the economic and social landscape. These include but are not limited to information technology, wireless data transmission, human-machine connection, on-demand printing, biotechnology, and sophisticated robotics.
A client is both the manufacturer and the consumer in user manufacturing. For instance, an online platform could offer the client the tools required to create and market the product, such as product design software, manufacturing services, or an online store to sell the goods. In addition, numerous software solutions enable users to create and customize their products to respond to changing consumer requirements seamlessly.
Why H20.AI’s Business Model is so successful?
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