Business description of CS-Disco-Inc from last 10-k form

SPECIAL NOTE REGARDING FORWARD-LOOKING STATEMENTS
This Annual Report on Form 10-K contains express or implied forward-looking statements that are based on our management’s belief and assumptions and on information currently available to our management. All statements other than statements of historical facts contained in this Annual Report on Form 10-K, including statements regarding our future results of operations or financial condition, business strategy and plans and objectives of management for future operations, are forward-looking statements. In some cases, you can identify forward-looking statements because they contain words such as “anticipate,” “believe,” “contemplate,” “continue,” “could,” “estimate,” “intend,” “may,” “plan,” “potential,” “predict,” “project,” “should,” “target,” “will,” or “would” or the negative of these words or other similar terms or expressions.
These forward-looking statements include, but are not limited to, statements concerning the following:
our expectations regarding our revenue, expenses and other operating results;
our ability to acquire new customers and successfully retain existing customers;
our ability to increase usage of our solution;
our ability to effectively manage our growth;
our ability to achieve or sustain profitability;
future investments in our business, our anticipated capital expenditures and our estimates regarding our capital requirements;
the costs and success of our sales and marketing efforts and our ability to promote our brand;
our growth strategies for our solution;
the estimated addressable market opportunity for our solution;
our reliance on key personnel and our ability to identify, recruit and retain skilled personnel;
our ability to effectively manage our growth, including any international expansion;
our ability to maintain, protect and enforce our intellectual property rights and any costs associated therewith;
the effects of COVID-19, including variants of COVID-19, or other public health crises on our business and the global economy;
our ability to compete effectively with existing competitors and new market entrants; and
the growth rates of the markets in which we compete
You should not rely on forward-looking statements as predictions of future events. We have based the forward-looking statements contained in this Annual Report on Form 10-K primarily on our current expectations and projections about future events and trends that we believe may affect our business, financial condition and operating results. The outcome of the events described in these forward-looking statements is subject to risks, uncertainties and other factors described in the section titled “Risk Factors” and elsewhere in this Annual Report on Form 10-K. Moreover, we operate in a very competitive and rapidly changing environment. New risks and uncertainties emerge from time to time and it is not possible for us to predict all risks and uncertainties that could have an impact on the forward-looking statements contained in this Annual Report on Form 10-K. The results, events and circumstances reflected in the forward-looking statements may not be achieved or occur and actual results, events or circumstances could differ materially from those described in the forward-looking statements.
In addition, statements that “we believe” and similar statements reflect our beliefs and opinions on the relevant subject. These statements are based on information available to us as of the date of this Annual Report on Form 10-K. While we believe that such information provides a reasonable basis for these statements, that information may be limited or incomplete. Our statements should not be read to indicate that we have conducted an exhaustive inquiry into, or review of, all relevant information. These statements are inherently uncertain and investors are cautioned not to unduly rely on these statements.
The forward-looking statements made in this Annual Report on Form 10-K relate only to events as of the date on which the statements are made. We undertake no obligation to update any forward-looking statements made in this Annual Report on Form 10-K to reflect events or circumstances after the date of this Annual Report on Form 10-K or to reflect new information or the occurrence of unanticipated events, except as required by law. We may not actually achieve the plans, intentions or expectations disclosed in our forward-looking statements and you should not place undue reliance on our forward-looking statements. Our forward-looking statements do not reflect the potential impact of any future acquisitions, mergers, dispositions,
joint ventures or investments.
SUMMARY OF SELECTED RISKS ASSOCIATED WITH OUR BUSINESS
Our business operations are subject to numerous risks, factors and uncertainties, including those outside of our control, that could cause our actual results to be harmed, including risks regarding the following:
Our recent rapid growth may not be indicative of our future growth. Our rapid growth also makes it difficult to evaluate our future prospects and may increase the risk that we will not be successful.
Our limited operating history and our history of operating losses makes it difficult to evaluate our current business and prospects and may increase the risks associated with your investment.
Our business depends on customers increasing their use of our solution and any loss of customers or decline in their use of our solution could harm our business.
Usage of our solution accounts for substantially all of our revenue.
If we are unable to attract new customers and retain existing customers, our business, financial condition and results of operations will be adversely affected.
We rely upon third-party providers of cloud-based infrastructure to host our cloud-based solution. Any disruption in the operations of these third-party providers, limitations on capacity or interference with our use could adversely affect our business, financial condition and results of operations.
We expect fluctuations of our financial results which may cause quarterly comparisons not to be meaningful.
Our revenue growth depends in part on the success of our strategic relationships with law firms and other legal services providers, and if we are unable to establish and maintain successful relationships with them, our business, operating results and financial condition could be adversely affected.
The markets in which we participate are competitive, and if we do not compete effectively, our business will be harmed.
We employ a pricing model that subjects us to various challenges, and given our limited history with our pricing model, we may not be able to accurately predict the optimal pricing necessary to attract new customers and retain existing customers.
We rely on the performance of highly skilled personnel, including our management and other key employees, and the loss of one or more of such personnel, or of a significant number of our team members, could harm our business.
Our current operations are international in scope and we plan on further geographic expansion, creating a variety of operational challenges.
Unfavorable conditions in our industry or the global economy or reductions in legal spending could harm our business.
Our business and results of operations may be materially adversely affected by the ongoing COVID-19 pandemic, including variants of COVID-19, or other similar outbreaks or pandemics.
We may in the future be subject to legal proceedings and litigation, including intellectual property disputes, which are costly and may subject us to significant liability and increased costs of doing business. Our business may suffer if it is alleged or determined that our technology infringes the intellectual property rights of others.
We operate in a highly regulated industry and either are or may be subject to a wide range of federal, state and local, as well as foreign, laws, rules and regulations, and our failure to comply with these laws and regulations may force us to change our operations or harm our business.
If our information technology systems or data, including the personal information and other sensitive information we process, or the information technology systems or data of third parties upon whom we rely, are or were compromised, we could experience adverse consequences, including, but not limited, to additional costs, loss of revenue, significant liabilities, harm to our brand, or material disruption of our operations.
Insiders have substantial control over us and will be able to influence corporate matters.

Item 1. Business

Overview

DISCO provides a cloud-native, artificial intelligence-powered legal solution that simplifies ediscovery, legal document review and case management for enterprises, law firms, legal services providers and governments. Our scalable, integrated solution enables legal departments to easily collect, process and review enterprise data that is relevant or potentially relevant to legal matters. We leverage a cloud-native architecture and powerful artificial intelligence, or AI, models to automatically identify legally relevant documents and improve the accuracy and speed of legal document review. Our AI models continuously learn from legal work conducted on our solution and can be reused across legal matters, which further strengthens our ability to help our customers find evidence and resolve matters faster as they expand usage of our solution. We provide legal departments with the ability to centralize legal data into a single solution, improving security and privacy for our customers, enabling transparent collaboration with other legal industry participants and allowing customers to reuse data and lawyer work product across legal matters. By automating the manual, time-consuming and error-prone parts of ediscovery, legal document review and case management, we empower legal departments to focus on delivering better legal outcomes.
Since our incorporation in 2013, and beginning with our founders, DISCO has assembled a team that combines strength in software engineering, cloud computing and AI, with deep legal expertise and a rich understanding of the problems that lawyers and legal professionals face and how they work. This combination of expertise means that our team is distinctly well-positioned to execute on our vision of building technology that powers the legal function across companies in every industry.
Our focus on delivering a solution that legal professionals value is coupled with a simple and transparent usage-based business model. We believe this enables our customers to easily adopt our solution, realize rapid time-to-value, scale their usage within and across applications to match their changing needs and collaborate with others. This has allowed us to build a powerful product-led growth engine that efficiently expands the usage of our solution for more legal matters and use cases within organizations, spreads our solution across the legal ecosystem through collaboration and word-of-mouth and increases the value of our solution as we collect and process more data and lawyers do more legal work in our solution. The success of this growth model is underscored by our dollar-based net retention rate of 146% as of December 31, 2021. As of December 31, 2021, we had 1,126 enterprises, law firms, legal services providers and government organizations as DISCO customers. See the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations” for the definition of dollar-based net retention rate.
Law affects everyone, from the largest multinational corporations to local mom-and-pop businesses, from the most powerful national governments to the smallest towns and from major civic organizations to individual citizens. The impact of law on the business world is only growing, with businesses today operating in more jurisdictions than ever before and increasingly exposed to a growing number of constantly changing laws and regulations that can materially damage a company’s brand and operations. This has turned the corporate legal function into a mission-critical, strategic component of the modern enterprise and contributed to the growth in global spend on legal services. But despite its enormous scale and attractive opportunities for automation and the application of AI to improve lawyer productivity and job satisfaction, the legal industry has lagged behind other industries in digitization and cloud technology adoption.