Why Sift Science's Business Model is so successful?

Sift Science, Inc. operates an online platform that enables clients to fight fraud with large-scale Machine Learning. Its platform monitors clients sites traffic in real-time and alerts them instantly to fraudulent activity. The company enables clients to send events to the company to get fraud scores. Its Java-script snippet within the users’ browser gathers on-page activities such as page-views and properties of the user's device whereby on the clients server, clients can use the company’s REST API to report transactions including metadata such as billing zip code, amount, as well as labels.

Social impact:

Life changing:

Emotional: badge value, provides access, attractiveness, design/aesthetics, reduces anxiety

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

Add-on:

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.

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.

Benchmarking services:

Benchmarking is a technique for evaluating performance and gaining insights via data analytics. It may be used to conduct internal research on your firm or compare it to other businesses to enhance business processes and performance indicators following best practices. Typically, three dimensions are measured: quality, time, and cost. In this manner, they may ascertain the targets' performance and, more significantly, the business processes that contribute to these companies' success. The digital transformation era has spawned a slew of data analysis-focused software businesses.

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.

Combining data within and across industries:

How can data from other sources be integrated to generate additional value? The science of big data, combined with emerging IT standards that enable improved data integration, enables new information coordination across businesses or sectors. As a result, intelligent executives across industries will see big data for what it is: a revolution in management. However, as with any other significant organizational transformation, the difficulties associated with becoming a big data-enabled company may be tremendous and require hands-on?or, in some instances, hands-off?leadership.

Culture is brand:

It requires workers to live brand values to solve issues, make internal choices, and provide a branded consumer. Developing a distinctive and enduring cultural brand is the advertising industry's holy grail. Utilizing the hazy combination of time, attitude, and emotion to identify and replicate an ideology is near to marketing magic.

Customer data:

It primarily offers free services to users, stores their personal information, and acts as a platform for users to interact with one another. Additional value is generated by gathering and processing consumer data in advantageous ways for internal use or transfer to interested third parties. Revenue is produced by either directly selling the data to outsiders or by leveraging it for internal reasons, such as increasing the efficacy of advertising. Thus, innovative, sustainable Big Data business models are as prevalent and desired as they are elusive (i.e., data is the new oil).

Digital transformation:

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.

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.

On-demand economy:

The on-demand economy is described as economic activity generated by digital marketplaces that meet customer demand for products and services via quick access and accessible supply. The supply chain is managed via a highly efficient, intuitive digital mesh built on top of current infrastructure networks. The on-demand economy is transforming commercial behavior in cities worldwide. The number of businesses, the categories covered, and the industry's growth rate are all increasing. Businesses in this new economy are the culmination of years of technological progress and customer behavior change.

Pay as you go:

Pay as you go (PAYG) business models charge based on actual consumption or use of a product or service. Specific mobile phone contracts work on this principle, in which the user may purchase a phone card that provides credit. However, each call is billed separately, and the credit balance is depleted as the minutes are used (in contrast to subscription models where you pay a monthly fee for calls). Pay as you go is another term for pay & go, pay per use, pay per use, or pay-as-you-go.

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.

Software as a Service (SaaS):

Software as a Service (SaaS) is a paradigm for licensing and delivering subscription-based and centrally hosted software. Occasionally, the term on-demand software is used. SaaS is usually accessible through a web browser via a thin client. SaaS has established itself as the de facto delivery mechanism for a large number of commercial apps. SaaS has been integrated into virtually every major enterprise Software company's strategy.

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).