Darrow Translation Site
Darrow’s artificial intelligence platform for judicial purposes scans data from the real world in order to detect harmful incidents, determine the number of victims, predict the outcomes of legislative actions, and assess the financial value of cases. Top litigation lawyers collaborate with Darrow to work on high-value and significant cases.
Tags:AI improves efficiencyWhat is Darrow AI?
Darrow AI is a platform for assessing legal risks and providing litigation-related information, developed by Darrow AI Inc. Its headquarters are located in New York and Tel Aviv. The company was founded in 2020; it is designed for law firms, insurance companies, and compliance teams, rather than being a translation tool for ordinary consumers.
The platform extracts legal risk indicators from regulatory documents, event data, market activities, litigation patterns, and public information, and then combines these with human-led legal assessments to generate structured intelligence. The main goal is to enable professional teams to identify risks and opportunities before litigation or regulatory actions arise.
Product portfolio and current status
| Products or services | Primary users | Current status | Primary use |
|---|---|---|---|
| Legal Intelligence Platform | The plaintiff’s law firm and litigation team | Testing is available to some partners. | Discover, assess, acquire, and manage a portfolio of cases |
| Privacy Radar | Privacy, Compliance, Security, and Legal Teams | A public purchase option is available. | Scan for external privacy leaks on websites and provide a sequence for making corrections. |
| Insurance intelligence | Insurance and Underwriting Team | Collaborative enterprise services | Monitoring lawsuits reveals and assists in risk pricing |
| Torch | Legal professionals authorized to use it | The terms still apply; applications are open and the prices are not clear. | Analyze pages, images, and documents in a browser |
| Trial access to information on drugs and medical devices | Institutions invited to conduct the assessment | A two-week free trial period, available on its own. | Assessing potential product liability cases |
Different pages correspond to different products, users, and contracts; therefore, the public prices listed on Privacy Radar cannot be applied to the law firm platform or Torch. The main Legal Intelligence platform page specifies that testing is available only to certain partners, and it is not yet a self-service software intended for all users.
The four-layer architecture of legal intelligence
| Hierarchy | Processing content | The value generated | Main risks |
|---|---|---|---|
| Data | Massive regulation, events, lawsuits, and market signals | Expand the scope of potential risk identification | Public data may be incomplete, incorrect, or outdated. |
| Knowledge | Map dispersed signals to a legal context | Create interpretable, structured intelligence. | The jurisdiction, facts, and applicable law may be mismatched. |
| Agentic | AI agents for reasoning, filtering, and scheduling subsequent actions | Reduce the cost of filtering large volumes of information | Automatic reasoning does not guarantee accuracy or completeness. |
| Interface | Platforms, reports, and interactive Q&A | Integrate intelligence into case and risk workflows | Interface scores cannot replace professional judgment. |
Case detection and screening
The law firm platform provides a list of case opportunities identified by AI and reviewed by experts, to help teams establish a pipeline of potential cases before they become widely available. Each opportunity includes information on the estimated settlement value, the net profit expected for the law firm, the structure of attorney fees, the size of the target audience, the stage of the litigation, the timeline, and details about the defendant.
- View matching case opportunities by business area and litigation strategy.
- Quickly compare potential damage, group size, and estimated economic value.
- View the case stage, possible timeline, and background of the defendant’s actions.
- After running a conflict of interest check, decide whether to pursue or take on the case.
- Move opportunities that meet the strategic criteria into the law firm’s own portfolio of cases.
These indicators are used for prediction and assessment; they do not equate to court decisions, possible compensation amounts, or actual net gains. The law firm still needs to determine on its own matters such as jurisdiction, time limits, evidence, eligible plaintiffs, procedural obstacles, ethical obligations, and cost arrangements.
Portfolio management of cases
The platform aggregates cases that are active, under review, and in other stages in a centralized dashboard. The team can view the total number of active cases, the estimated value of settlements, the expected net profit for the law firm, as well as the distribution by business area and litigation stage.
- Access case memos and supporting evidence for a single matter.
- Compare the value, risks, personnel needs, and funding requirements of multiple cases.
- Manage operational aspects such as plaintiff recruitment, intake, and document collection.
- Track the status changes of the case, from opportunity assessment to portfolio management.
- Allocate attention and capital prioritarily to matters with high certainty.
Combined views facilitate resource planning, but it is not possible to simply compare different jurisdictions, case types, and procedural stages on the basis of a single score. The estimated net profit is also affected by attorney fees, costs, financing options, settlements, the risk of losing a case, and enforcement risks.
Interactive legal Q&A
Darrow integrates Q&A capabilities into the litigation workflow, allowing users to access information on the strengths and weaknesses of the parties involved in a case, potential risks, relevant precedents, similar cases, valuation assumptions, and the defendant’s past behavior. The answers provided serve to assist in exploration and review; they are not automatically generated conclusions that can be submitted directly to the court.
- First, define the jurisdiction, time period, stage of the case, and the specific dispute.
- It is required to present supporting documents and verify whether they are still valid.
- Perform a citator check on the case law to confirm that it has not been denied or restricted.
- Record factual inferences, valuation assumptions, and concrete evidence separately.
- Qualified lawyers determine the strategy and the final legal advice.
Review by human expert
Darrow stated that the intelligence generated by AI is subject to multiple layers of review by experienced legal professionals and industry experts, in order to assess its accuracy, relevance from a legal perspective, and suitability for the client’s needs. The legal services also incorporate the expertise of senior lawyers, intelligence analysis, plaintiff recruitment, and collaborative support.
Human intervention can reduce some errors, but it does not guarantee that every fact, damage estimate, and probability of success will be accurate. Clients must carry out their own independent investigations and keep records of their judgments regarding evidence, ethical considerations, and procedural requirements.
Privacy Radar: Privacy exposure scanning
Privacy Radar monitors the actual digital behavior of websites from an external perspective, in order to identify any discrepancies between the promises made in the privacy policies and their actual implementation online. Once a user enters a domain name, an AI agent scans for potential vulnerabilities, without the need to access the company’s internal systems.
| Output | Explanation | How to use it | It doesn’t represent anything. |
|---|---|---|---|
| Technical evidence | Capture the actual external behavior of the website | Submit it to the engineering and privacy teams for reproduction. | It is not a full control audit. |
| Rectification priority | Allocate to teams and timelines based on urgency. | Establish a repair plan and designate responsible persons. | No guarantee that complaints or lawsuits can be avoided |
| Regulatory triggers | Relevant laws, jurisdictions, and enforcement precedents | The suitability is confirmed by the legal team. | It is not formal legal advice. |
| Severity | Estimate the probability of litigation and the scale of its impact | Used to sort survey resources | It is not a score assigned by courts or regulatory bodies. |
| Amount exposure | Quantification by combining historical reconciliation and law enforcement trends | Support for risk discussion and budgeting | It does not mean that a loss is certain. |
| Similar cases | Provides genuine references for law enforcement and litigation. | Check for factual similarity and the latest status. | The same result cannot be derived automatically. |
Digital differences in the scanning range
The instructions for using Privacy Radar state that it can scan more than 130 different types of exposure patterns as well as over 23 privacy regulations; elsewhere on the page, it is mentioned that there are more than 150 different behaviors to be taken into account, along with over 275 state and federal regulations in the United States. These two sets of figures do not describe exactly the same things, so they cannot be combined into a single consistent indicator.
- Before making a purchase, confirm whether the object to be scanned is a website, multiple websites, or a mobile application.
- Check whether the target jurisdiction and specific regulations fall within the current coverage.
- Verify that the depth of one-time scanning and monthly scanning is the same.
- An explanation is required on how dynamic pages, pages after login, and third-party components are handled.
- Write the final list of items to be covered in the order or service description.
Privacy Radar usage process
- Identify the corporate domain names that are authorized to perform scanning, and document the current privacy policies and consent mechanisms.
- Choose between free snapshots, one-time reports, annual plans, or enterprise plans.
- Enter the target domain name and confirm the scanning scope, jurisdiction, and expected delivery time.
- After receiving the results, reproduce each technical action to rule out issues related to the testing environment or occasional errors.
- Privacy lawyers determine the applicability of regulations, the parties responsible, and the actual risks associated with litigation.
- Assign the corrective actions to the heads of product, engineering, marketing, legal affairs, and security.
- After completing the repairs, retest cookies, trackers, forms, and data transmission.
- Users review the monthly changes on an annual basis, and keep records of the reviews and any corrective actions taken.
Price of Privacy Radar
| Package or version | Price | Billing cycle | Core benefits or quota | Suitable for users |
|---|---|---|---|---|
| Snapshot | 0 dollars | Single time | Number of issues, total exposure amount, and 1 complete finding | Make a preliminary assessment to determine whether a more in-depth scan is needed. |
| Single Report | 599 dollars | Once per single website | Complete findings, technical evidence, details of each exposure, and guidance for corrective actions – delivery within approximately two working days. | Single audit or specialized investigation team |
| Annual Plan | $ | Pay $500 per month | Monthly scanning for a single website, expert labor hours, remediation support, and litigation response | Organizations that require continuous monitoring |
| Enterprise | Custom quote | In accordance with the contract | Multiple websites and mobile apps, customizable scanning frequency, privacy experts, and legal intelligence teams | Multi-asset and complex jurisdiction enterprises |
There is a difference of 1 dollar between the annual total price and the amount of 500 dollars per month; this difference may be related to the way prices are displayed or to the settlement rules. Before placing an order, it is necessary to refer to the actual settlement page and the order details, and to verify the taxes, start date, assets to be scanned, and renewal terms.
Prices for law firm platforms, Torch, and other services
| Products | Public price | Try or access | Precautions |
|---|---|---|---|
| Law firm’s legal intelligence platform | Contact sales | Tests with some partners | The Privacy Radar pricing cannot be applied. |
| Insurance intelligence | Contact sales | Cooperative access | Specific data, coverage, and support for write contracts |
| Torch | Not yet made public | The terms allow for the use of trial or pre-release versions of the service. | The trial period is determined by the order form. |
| Information on drugs and medical devices | No fee during the trial period | Usually two weeks, unless otherwise agreed in writing | For internal use only; it is not a general free service. |
The subscription fees for businesses, quantity limits, and any possible extra charges are specified in the customer order form. There is no unified price list available on the law firm’s platform that would allow the public to make purchases on their own.
Renewal, cancellation, and refunds
The general subscription terms state that subscriptions are automatically renewed by default, and either party must cancel at least 30 days before the expiration date. The fees are non-refundable and non-cancellable in principle; taxes are applied separately, and additional charges may arise if the quantity or level of use exceeds the specified limits.
- Confirm the initial deadline, the duration of renewal, and the method for delivering cancellation notices.
- Enter the number of users, the number of websites, the scanning frequency, and the excess price per unit into the order.
- Save the settlement currency, taxes and fees, payment date, and purchasing channel.
- Do not consider free snapshots to be free trials of all products.
- It is only when unused services are discontinued due to intellectual property issues that the terms specify a proportional refund.
Torch browser add-ons
Torch is a browser extension installed on the user’s device, which interacts with the Darrow cloud environment. It can analyze the web pages, images, and documents displayed in the user’s current browser, and provide additional content based on given prompts.
- Before use, confirm that the organization permits extended access to relevant web pages and files.
- Enable it only when needed, and monitor the status indications related to its operation.
- Do not enter health data or payment card details that are protected by special regulations in chats.
- Do not allow extensions to process customer files, confidential materials, or trade secrets for which upload permissions do not exist.
- Delete unnecessary chat messages and activity histories from the console.
- The public page does not indicate the current distribution channels for this store nor the unified subscription price.
The privacy policy states that Torch is not available for users in the European Economic Area, the United Kingdom, or Switzerland, unless Darrow decides to make it available there in the future. The team cannot ignore geographical and contractual restrictions just because the browser can be installed in those regions.
What data does Torch process?
| Data type | Processing scenarios | Risk control |
|---|---|---|
| Prompt and response | Generate legal-related supplementary content | Do not enter confidential or specially protected data. |
| Content of the current page | Answer based on the browsing context. | First, verify the permissions for uploading pages and files. |
| Images, documents, and links | Extract context and analyze materials | Remove unnecessary personal information |
| Activity history | Save conversations and view interaction history | Regularly delete chats from the console. |
| Log and device information | Operations, security, and troubleshooting | Include enterprise endpoints and access management. |
| General location | Security checks and experience optimization | Assess cross-border and employee privacy requirements |
The policy states that activity history is linked to a unique identifier, and efforts are made to exclude activities related to finance, healthcare, government services, email, private messages, as well as certain social media platforms that take place after logging in. LinkedIn and X are exceptions in this regard, as they involve active interaction by users; technical filtering cannot replace the user’s own measures for maintaining confidentiality.
AI models and output boundaries
The terms state that some of the generative AI functions rely on Anthropic Claude, OpenAI, and third-party data, and it is possible to switch to different service providers in the future. These AI functions are integrated by default; if customers are not satisfied with the current or future model providers, they can only stop using those services.
- The model’s responses may contain errors, omissions, biases, and outdated information.
- The legality, non-infringement, accuracy, and completeness of the output are not guaranteed.
- It cannot replace legal advice, thorough legal research, or independent review.
- In high-risk cases, the decision to initiate proceedings or reach a settlement cannot be based solely on automated scoring.
- Enterprises should acknowledge notifications of changes in model providers and data processing agreements.
Risks related to customer data licensing and confidentiality
Customers retain their rights to their data within the limits permitted by applicable laws, but the general terms grant Darrow and its processors extensive, irrevocable, perpetual, global, royalty-free, and sublicensable rights to use such data. These rights are intended for purposes such as providing and maintaining services, developing and training underlying models, as well as addressing technical and security issues.
- Confirm the data authorization from the customer, plaintiff, witnesses, and third parties before uploading.
- Do not submit medical privacy data, payment card information, or other data that requires special protection.
- Compare item by item with the lawyer’s confidentiality obligations, the protection of work products, and the requirements related to litigation preservation.
- In the event of any discrepancies in the data terms within a corporate contract, the signed document shall prevail.
- Data anonymization does not necessarily mean that it is impossible to re-identify the data.
- For key customers, rules for training, retention, deletion, and handling by subcontractors should be specified upon request.
Privacy, security, and cross-border processing
| Matters | Public arrangements have been made. | Still needs to be confirmed. |
|---|---|---|
| Safety measures | Administrative, technical, and physical protection; access as needed | Specific certification, audit scope, and customer configuration |
| Retention period | Decided based on the purpose of processing, sensitivity, and legal requirements. | The specific number of days for various types of data |
| Cross-border processing | It may be processed in the European Economic Area, the United States, and Israel. | The actual area and transmission mechanism of the customer’s project |
| Request for privacy rights | It is possible to request access, correction, deletion, restriction, and withdrawal of consent. | Authentication and specific response time limits |
| Minors | There is no intention to process data related to users under 18 years of age. | Age control method for organizing accounts |
| Security guarantees | A reasonable level of protection is promised, but absolute safety is not guaranteed. | Event notifications, recovery, and responsibility details |
Privacy Radar claims that external scanning does not involve access to customers’ internal systems, but Darrow Portal, Torch, and the materials uploaded by customers fall under a different category of data processing. When evaluating privacy, it is necessary to consider each product separately; the lower requirements for access associated with external scanning cannot be applied to all services.
Platforms, market distribution, and developer capabilities
| Project | Current status | Judgment |
|---|---|---|
| Web platform | Confirmed | Used for case portfolios, reporting, and enterprise services |
| Microsoft Marketplace | Privacy Radar has been confirmed. | It is a purchasing channel; it does not mean that all products are available there. |
| Armis channel | It is listed on the product page. | The specific integration and contract details need further confirmation. |
| Torch browser components | The terms and privacy policy are confirmed to exist. | The entrance to the current public store has not been verified. |
| iOS, Android, and desktop clients | Not verified. | It cannot be claimed that there is a native application. |
| Public APIs and SDKs | Not yet made public | It is not suitable for procurement through self-development platforms. |
| Official software repository | Not verified. | The product is not an open-source project. |
Open-source status and license
The terms of service merely state that the product contains third-party open-source or free software components, and that relevant licenses, copyright statements, and the available source code can be provided upon request. This does not mean that the Darrow platform, its models, knowledge graphs, Torch, or the customer-specific functions are themselves open source.
- No first-party product code repository was identified.
- No open-source license that covers the entire platform was identified.
- Third-party component licenses apply only to those specific components.
- Customers cannot use this to copy, decompile, resell, or create competing products.
- Automatic scraping, benchmarking, and bypassing access controls are subject to restrictions under the terms.
Suitable for users and typical use cases
- Plaintiff’s law firm: Identifies high-impact cases and establishes predictable litigation pathways.
- Person in charge of litigation: Compare the value of the case, the associated risks, the current stage of the process, and the resources required.
- Insurance institutions: Monitor emerging lawsuits to uncover relevant information and assist in underwriting decisions.
- Chief Privacy Officer: Discrepancies found between policy promises and website practices.
- Security and Compliance Team: Incorporate external privacy exposures into the corrective action process.
- Corporate legal affairs: Prepare materials for regulatory communications, M&A due diligence, and board reports.
Product advantages
- Combine public signals, legal context, AI reasoning, and professional review.
- It covers the relatively complete process, from the discovery and assessment of a case to its portfolio management.
- Privacy Radar can perform external scans without needing access to internal systems.
- The report also provides technical evidence, regulatory mappings, priorities, and cost estimates.
- It offers free snapshots, one-time reports, continuous monitoring, and enterprise solutions.
- Privacy Radar can be purchased through the Microsoft Marketplace.
Main limitations
- The main legal intelligence platform is still in the testing phase for some partners.
- The law firm platform, insurance services, and Torch do not have publicly listed uniform prices.
- The predicted value, severity, and outcome of the lawsuit may all be inaccurate.
- Torch handles browsing content, prompts, files, and activity history.
- The scope of customer data permissions is broad, including purposes for development and model training.
- Generic subscriptions are renewed by default; cancellation must be requested 30 days in advance, and no refund will be provided.
- There are no public APIs, SDKs, product code, or a general open-source license available.
- The provision of legal information cannot replace the research, opinions, and responsibilities of licensed lawyers.
Procurement and Deployment Checklist
- It is necessary to specify whether what is being purchased is a law firm platform, Privacy Radar, insurance intelligence, or Torch.
- Demonstrations are required for processes that are consistent with the institution’s areas of business, jurisdictions, and data types.
- Determine whether the product is a regular service, a testing service, or a limited evaluation trial.
- Enter the number of users, the number of websites, the scanning frequency, the delivery time, and any additional fees into the order.
- Review data licensing, training purposes, sub-processors, cross-border transfers, and deletion arrangements.
- Set up steps for manual review by lawyers, verification of evidence, and check for conflicts of interest.
- Test identity and permission capabilities, logging, export functions, retention options, and event response capabilities.
- Record the renewal date, and make the decision to cancel or renew at least 30 days in advance.
Frequently Asked Questions
Is Darrow AI a translation tool?
No. It is a platform for legal risks and litigation intelligence, designed to serve law firms, insurance companies, and compliance teams; Torch may be able to analyze or translate browser documents, but translation is not the core function of this product.
Who developed Darrow AI?
The product was developed by Darrow AI Inc., a company founded in 2020 with teams based in New York and Tel Aviv.
Can ordinary individuals register directly?
The main platform is currently available for testing only to certain partners; in such cases, it is usually necessary to apply for a demonstration or to discuss potential cooperation. Privacy Radar, on the other hand, offers an accessible self-service interface.
What can a law firm platform do?
It can identify and filter case opportunities, conduct conflicts of interest checks, view case memos and evidence, assess economic value, and manage case portfolios in a centralized manner.
Will Darrow replace the lawyer?
No. The platform is designed to enhance the detection and analysis of risks; the terms clearly state that AI cannot replace legal advice, thorough legal research, or independent review.
Are AI results reviewed by someone?
Darrow stated that its AI-generated legal insights are reviewed by experienced legal professionals and industry experts. Clients still need to conduct their own independent research on the specific jurisdiction, facts, and strategies involved.
How Privacy Radar works
The user enters an authorized domain name; the AI agent then scans the website’s behavior from external sources, generating technical evidence, regulatory references, an assessment of the severity of the issues, information on the amount at risk, and recommendations for corrective actions.
What is included in free snapshots?
The cost of Snapshot is currently $0; it shows the number of findings, the total exposure amount, and one detailed finding. It is not equivalent to a comprehensive report or to the free version of all Darrow products.
How much does a single privacy report cost?
The Single Report currently costs 599 dollars; it covers one scan of a website and includes a comprehensive list of findings, technical evidence, an exposure assessment, as well as guidance on how to make corrections.
How much is the annual plan?
The page states a cost of $5,999 per year, while it also mentions that payment can be made on a monthly basis at $500. There is a difference of $1 between these two figures; the final amount due as specified in the order shall prevail.
Will the subscription be renewed automatically?
The general terms stipulate that subscriptions are renewed by default, and cancellation must be requested at least 30 days before the expiration date. In the case of specific orders, the terms agreed upon in those orders shall prevail.
Can I get a refund?
The general terms state that fees are, in principle, non-refundable and cannot be canceled; a proportional refund is only granted in cases where unused services are discontinued due to specific intellectual property issues. It is necessary to check the order before making a purchase.
What is Torch?
Torch is a browser extension that interacts with the Darrow cloud; it analyzes the web pages, images, documents, and prompts currently displayed by the user in order to provide context-based responses.
Can Torch be used in Europe?
The current privacy policy states that Torch is not available for users in the European Economic Area, the United Kingdom, or Switzerland, unless it becomes available there in the future. The ability to install the application does not mean that its use is permitted.
Will Darrow use customer data to train models?
The data licensing terms under the general conditions cover product development and the training of foundational models; the privacy policy also states that information from Torch activities can be used for such training. Companies should specify the exact boundaries in the contract.
What models does Darrow use?
The terms list Anthropic Claude and OpenAI, and allow for the switching of the AI service provider without prior notice. The details regarding model routing for specific functions have not yet been made public.
Does Darrow have an API or SDK?
No public APIs, SDKs, or developer documentation have been identified. If a company wishes to integrate such solutions, it must verify them separately during the sales and technical assessment phases.
Is Darrow open source?
It is not an open-source product. The terms only state that it contains third-party open-source components; this does not mean that the Darrow platform, Torch, the models, or the knowledge graph are open-source.
How does the FAQ Schema handle things?
This page contains the common questions that are visible. Structured FAQ data should be generated uniformly by the website template or the backend; script tags cannot be embedded in the main text.
Summary
Darrow AI combines large-scale public data, legal knowledge, AI-driven reasoning, and expert review to help professional firms identify litigation opportunities and legal risks more early on. The law firm platform focuses on case management and portfolio oversight, while Privacy Radar offers website privacy scans at transparent, publicly available prices.
The value of procurement depends on the jurisdiction covered, data quality, manual verification, and team workflows. The testing status of the main platform, prediction errors, data licensing provisions, processing of data through the Torch browser, automatic renewal, and non-refundable terms all require legal and security reviews prior to deployment.
Guigong Network Security Registration No. 45132202000164