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DreamProIT

DreamProIT

信息技术和服务

World-class software engineers + project management

关于我们

We are a Silicon Valley-based company focusing on full-service AI consulting for LegalTech, CI/CD pipeline automation, cloud migration, and test automation. ?? Full-service AI consulting for LegalTech – From detailed time and cost estimates to developing prototypes and production-ready solutions ?? CI/CD pipeline automation – Development cycle acceleration, downtime minimization, team collaboration enhancement ?? Cloud migration – Increased business agility, operational costs reduction, improved infrastructure security and compliance, scalability enhancement, and simplified IT management ?? Test automation – Improvements in product quality, stakeholder communication, release efficiency, and overall product reliability If you have other hard software challenges, get in touch. We can build teams to suit any engineering project!

网站
https://dreamproit.com/
所属行业
信息技术和服务
规模
2-10 人
总部
Palo Alto
类型
私人持股
创立
2022
领域
Consulting、DevOps Services、Cloud Services、Software Solution Architecture、Software Solution Design、AI consulting、CI/CD automation、Test automation、Cloud migration、LLM、Python、Software development、AI、Project management和Agile

地点

DreamProIT员工

动态

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    Struggling to keep up with mounting legal workloads? Legal firms can significantly improve their efficiency by integrating AI tools into their operations. To achieve this, stakeholders must adopt a clear, structured approach to implementation. ?? Focus on areas where AI provides the most value, such as document review and analysis, contract management, legal research, and due diligence. ?? Evaluate platforms like ROSS Intelligence, Kira Systems, or Luminance for their specialized legal features. These tools integrate seamlessly with existing systems and can be tailored to your practice's unique needs. ???? Equip your team with the skills to: - Input data correctly - Interpret AI outputs - Validate results effectively ??? Define clear policies to maintain: - Data security - Client confidentiality - Quality control standards ?? Regularly assess the performance of AI tools to measure productivity gains and refine workflows as needed. Integrating AI doesn’t have to be overwhelming. At DreamProIT, we help legal firms: - Analyze their specific needs - Implement the right tools by integrating existing platforms or creating a custom solution Let’s transform your legal workflows together. Reach out today!

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    40 guidelines for responsible AI adoption in parliaments ?? AI is reshaping how governments and legislatures operate, offering unprecedented opportunities to enhance efficiency, transparency, and public engagement. With this comes the responsibility to ensure AI strengthens democracy rather than undermines it. A global team of 24 parliamentary experts from 17 countries has worked for eight months to develop a comprehensive set of AI guidelines for parliaments. This framework helps legislatures leverage AI while mitigating risks. The guidelines provide practical strategies for: ?? Ethical AI principles, ensuring accountability, fairness, and transparency ?? Artificial General Intelligence (AGI), preparing for future advancements ?? Privacy and security, safeguarding data, and preventing cyber threats ?? Governance and oversight, aligning AI with democratic values ?? System design, ensuring reliability, interoperability, and safety ?? Capacity building, equipping parliamentarians and staff with essential AI knowledge ?? Why this matters AI can transform parliaments in many ways. It enables real-time debate transcription, supports legal drafting, enhances public engagement, and provides predictive insights. Despite this potential, many institutions still lack a clear AI strategy. These guidelines aim to bridge that gap by stimulating responsible AI adoption while protecting democratic integrity. If you work in AI policy, governance, or digital transformation, these guidelines are essential reading. Let’s shape the future of AI responsibly and effectively. ?? Guidelines for AI in Parliaments https://lnkd.in/eYP4Sdz5

    AI guidelines for parliaments

    AI guidelines for parliaments

    wfd.org

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    From automating research to streamlining contract drafting, LLMs are making legal work faster, more efficient, and more accessible The future looks promising with customized AI models, better explainability, and deeper integration with legal tech. But remember, AI isn’t a magic wand. It needs human guidance to reign supreme. Also, challenges like data privacy, AI bias, and regulatory compliance need to be tackled. Check out this carousel featuring my colleague Andrii Kovalov for a quick breakdown! ??

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    Legal world is evolving fast, and LLMs are leading the charge. But what do they actually bring to the table? ?? Smarter Legal Research AI can analyze thousands of cases, statutes, and precedents in seconds, making research faster, more precise, and less labor-intensive. ?? Automated Document Drafting From contracts to legal briefs, AI speeds up drafting, reduces errors, and ensures consistency, freeing up lawyers for higher-value work. ?? Enhanced Client Interaction AI-driven chatbots and virtual assistants are making legal guidance more accessible by answering common questions and even generating basic documents. ?? Proactive Risk & Compliance Management LLMs can flag potential legal risks and help businesses stay compliant with evolving regulations, preventing issues before they arise. But AI in legal tech isn’t without its challenges. ?? Data Privacy & Confidentiality Risks Handling sensitive client data demands strict security measures. ?? Bias & Fairness Concerns AI must be carefully trained to prevent biased outcomes. ?? Regulatory Uncertainty As AI adoption grows, legal frameworks must evolve to keep up. What’s next for AI in the legal industry? I expect deeper integration with legal tech platforms, improved AI transparency, evolving regulations, and more AI solutions tailored specifically for legal needs. However, ?????????? ???????? ?????????????? ????????????????????, ???????? ??????’?? ?????????????? ?????????? ???????????????? ?????? ??????????????????. AI should be used where it adds real value, not just because it’s trending. Where do you see AI making the biggest impact in legal tech?

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    Legal tech investments can quickly become compliance nightmares without proper preparation, right? Here are the essential considerations about AI and data privacy laws that every organization should carefully evaluate: ?? Data Processing Location - understand where your data will be stored and processed. Different jurisdictions have varying requirements for data handling, storage, and transfer. The EU's GDPR, California's CCPA, and other regional regulations may affect your operations. ?? Data Security Measures - examine the security protocols, encryption standards, and access controls implemented by the legal tech provider. This includes user authentication, data backup procedures, and incident response plans. ?? AI Training Data Sources - verify the origins and compliance of data used to train the AI models. The provider should demonstrate transparent practices regarding data collection and model training methodologies. ?? User Consent Management - ensure the solution includes robust mechanisms for obtaining, recording, and managing user consent for data processing. This is particularly decisive for handling sensitive personal and legal information. ?? Data Retention Policies - review how long data is kept, deletion procedures, and compliance with relevant retention requirements in your jurisdiction. ?? Third-Party Access Controls - understand which external parties may have access to your data and under what circumstances. This includes cloud service providers, maintenance personnel, and other stakeholders. ?? Audit Trail Capabilities - confirm the system maintains detailed logs of all data access and processing activities, essential for compliance verification and security monitoring. ?? Privacy Impact Assessment - conduct a thorough evaluation of potential privacy risks and their mitigation strategies before implementation. ?? Vendor Compliance Certifications - verify that the provider holds relevant security and privacy certifications (ISO 27001, SOC 2, etc.) and maintains ongoing compliance. ?? Contract Terms and Liability - carefully review service agreements regarding data protection responsibilities, breach notification procedures, and liability allocation between parties. These considerations will help ensure your legal tech investment aligns with current privacy regulations and protects sensitive information effectively.

  • 查看DreamProIT的组织主页

    387 位关注者

    How do you see AI shaping the legal industry?

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    The race for AI dominance in legal tech LLMs are reshaping legal tech, competing to integrate AI into legal workflows. Their advancements promise efficiency but raise concerns over competition, data privacy, and ethics. ?? Microsoft & OpenAI: Microsoft’s deep investment in OpenAI has led to powerful AI integrations in legal research and document analysis. However, Google has urged regulators to scrutinize this exclusive deal, fearing market imbalance. ?? Google’s Challenge: Google advocates for a more open AI ecosystem, challenging Microsoft’s dominance in AI-powered cloud services. ?? DeepSeek’s Disruption: The Chinese startup DeepSeek is gaining attention with its open-source AI model, offering transparency and flexibility. However, it faces scrutiny over data privacy risks and regulatory concerns in Europe. ?? Legal & Ethical Concerns: Law firms are closely watching cases like Barings Law’s planned lawsuit against Microsoft and Google over AI training data, highlighting growing legal battles around AI ethics and compliance. As legal AI advances, firms must balance adoption with ethical considerations and market dynamics. How do you see AI shaping the legal industry? Here are some resources for further reading: ?? Google Asks FTC to Kill Microsoft’s Exclusive Cloud Deal with OpenAI: https://lnkd.in/eakCdXvM ?? Why Microsoft and Google Face Scrutiny Over Data Sharing With AI Models: https://lnkd.in/eNBbAU_V ?? Market Views On DeepSeek’s Legal AI Impact: https://lnkd.in/eE-KrJpB

    Google Asks FTC to Kill Microsoft’s Exclusive Cloud Deal with OpenAI

    Google Asks FTC to Kill Microsoft’s Exclusive Cloud Deal with OpenAI

    theinformation.com

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    A contract dispute could cost millions or be resolved strategically with AI Predictive analytics tools now enable legal professionals to analyze extensive case data, including judge profiles and historical court rulings. These advanced AI systems provide initial case evaluations by predicting potential outcomes, helping law firms allocate resources more effectively and set realistic client expectations. ?? By processing complex legal information, AI tools offer unprecedented insights into case dynamics, enable lawyers to develop evolving strategies by examining detailed judges and opposing counsel profiles, and assess the nuanced probabilities of different legal approaches, comparing historical precedents and current case specifics. ??? When selecting AI tools, legal teams must carefully consider multiple factors: comprehensive data sources, proven accuracy rates, customization capabilities, and robust security protocols. Predictive analytics are rapidly becoming an essential component of modern legal strategy, offering law firms unprecedented analytical capabilities. We at DreamProIT offer full-service AI consulting to legal firms, be it leveraging an existing tool or technology or developing a custom one. Let’s talk about how AI can elevate your practice.?

  • 查看DreamProIT的组织主页

    387 位关注者

    AI is transforming the legal field, but recent cases show the risks of unverified AI-generated content. How can your firm navigate AI integration safely? At DreamProIT, we specialize in legal tech solutions that enhance efficiency while ensuring reliability. Let’s discuss how we can help you implement AI responsibly!

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    The integration of AI into legal practice is prompting diverse regulatory responses worldwide Recent incidents have underscored the necessity for clear guidelines governing AI's role in the legal field. ????? United States A notable case in Minnesota highlighted concerns when a Stanford professor's expert declaration, generated using AI, contained fabricated citations, leading to its exclusion for unreliability. This incident emphasizes the need for rules addressing AI's role in legal settings. Additionally, the American Bar Association has issued its first ethics guidance on the use of AI tools by lawyers, identifying ethical issues and offering general guidance for navigating this emerging landscape. ????? Australia An Australian lawyer was referred to the state's legal complaints commission for using ChatGPT to draft court documents that included non-existent case citations. The lawyer admitted the errors and expressed regret, attributing the conduct to time constraints and health issues. This case highlights the importance of verifying AI-generated information in legal proceedings. ????? European Union The European Union is proactively addressing AI regulation through the proposed AI Act, which aims to establish clear guidelines for high-risk AI applications, including those in legal decision-making. The Act seeks to ensure that AI tools used by legal professionals meet robust standards for fairness and transparency. ? What can we learn from these? ?? Legal professionals must exercise caution when incorporating AI into their practice, ensuring that AI-generated content is accurate and reliable. ?? Staying informed about evolving regulations in various jurisdictions is crucial for compliance and effective AI integration. ?? As AI technology advances, ongoing education and adaptation are essential for legal practitioners to navigate the complexities of AI in the legal field. Understanding these regulatory developments is vital for legal professionals and tech partners to ensure compliance and maintain trust in AI-enhanced legal services.

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    Tracking legislation without losing your mind is possible MassTrac, Inc., a trusted legislative tracking service, has been serving Massachusetts for over 30 years, providing tailored solutions to help professionals navigate the complexities of state legislation. As a technology partner, we at DreamProIT have collaborated with MassTrac's outstanding team to enhance their platform, supporting their mission to simplify legislative processes. MassTrac is uniquely focused on the Massachusetts State House, offering in-depth insights that empower professionals to manage legislative tasks more effectively. One standout feature of the platform is its ability to translate complex legal language into clear, concise summaries. Additionally, the platform's real-time notifications keep subscribers informed about critical developments, such as bill changes or new amendment proposals. While national solutions exist, MassTrac's state-specific approach offers distinct advantages: ?? A deep understanding of Massachusetts legislative procedures ??Customized tools tailored for state-level requirements ??Support from experts in Massachusetts legislation We're proud to play a role in refining MassTrac's capabilities and encourage professionals to explore the benefits through a free trial of the platform's premium features. Experience how MassTrac can streamline your legislative tracking and decision-making.

  • DreamProIT转发了

    查看Uliana Khmel的档案

    Transforming businesses through AI, cloud & automation | COO @ DreamProIT | Advocate for responsible use of technology

    We rarely discuss the human element behind technological advancement. Responsible AI isn't just a technical challenge, but a human one. It demands more than good intentions, requiring us to prioritize fairness by mitigating algorithmic bias, promoting transparency through clear documentation, establishing accountability with robust feedback mechanisms, and safeguarding data privacy.? At DreamProIT, we embrace these principles and actively challenge assumptions in order to adapt and evolve. Balancing innovation with ethical considerations is no small task, but it's one we take seriously. By addressing real-world challenges, like ensuring unbiased outcomes in legal tech solutions, we strive to create technologies that align with societal values.? I believe that responsible AI isn't just a trend. It's the future of how we interact with technology. DreamProIT is proud to be part of this transformation and build a world where technology serves everyone responsibly.

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