Numenta, Inc. develops enterprise-level pattern recognition and anomaly-detection software solutions using machine intelligence, Machine Learning, cognitive computing, and other technologies. The company offers Grok for IT Analytics that automatically learns changing patterns in individual servers; detects anomalies when servers and applications behave differently from the norm; and automatically discovers time-based patterns in data, as well as generalizes from experience. It also offers Rogue Behavior Detection that models normal behavior of individuals; and detects changes in behavior indicative of unauthorized file access or unauthorized trading. In addition, the company offers Geospatial Tracking that detects anomalies in the movement of people, objects, or material using speed and location data; and enables logistics optimization. Its machine intelligence algorithms, encoders, and application codes are available through its Open-source project for developers.

Social impact:

Life changing: affiliation/belonging, self-actualization

Emotional: provides access, attractiveness

Functional: reduces risk, variety, integrates, organizes, saves time, simplifies, reduces effort, avoids hassles, reduces cost

Aikido:

The aikido business model is often characterized as using a competitor's strength to get an edge over them. This is accomplished through finding weaknesses in a competitor's strategic position. In addition, it adds to marketing sustainability by exposing rivals' flaws, finding internal and external areas for development, and attracting consumers via specific product offers that deviate from the norm.

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.

Community-funded:

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.

Disruptive trends:

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.

Lean Start-up:

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.

Licensing:

A formal agreement in which the owner of the copyright, know-how, patent, service mark, trademark, or other intellectual property grants a licensee the right to use, manufacture, and sell copies of the original. These agreements often restrict the licensee's scope or area of operation, define whether the license is exclusive or non-exclusive, and stipulate whether the licensee will pay royalties or another kind of compensation in return. While licensing agreements are often used to commercialize the technology, franchisees also utilize them to encourage the sale of products and services.

Open-source:

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:

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.

Radical transparency:

The concept of radical transparency, or everyone knowing everything, has the potential to be a significant driver of improved organizational performance. This is especially true for new, fast-growing businesses that are under pressure to achieve aggressive sales targets and keep their investors pleased. In governance, politics, software design, and business, radical transparency refers to activities and methods that significantly enhance organizational processes and data openness.

Skunkworks project:

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.

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.

Technology trends:

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.

Trialware:

Trialware is software that has an expiration date. The user may use the software fully featured until the trial time expires. At this point, it reverts to a limited functionality (freemium, nagware, or crippleware) or non-functional mode until the user pays the licensing price and gets a registration code to unlock the program. Trialware has established itself as the industry standard for an online software as a Service (SaaS).