8VC seeks to enable industry transformation. In a wave of creative destruction, they believe emerging platforms will replace the decades-old technology infrastructure behind many industries, promoting greater innovation and prosperity.

Monta Vista Capital is an investment company focused on early stage B2B companies.  It was founded in 2014.

Monta Vista Capital

Village Global is an early stage venture capital firm backed by some of the world's most successful entrepreneurs.

Village Global

We're a team of founders and operators turned investors who lead/co-lead investment rounds at the Seed and Series A. We stick to the categories we know best: software infrastructure, developer tools, data, security, and vertical SaaS. We’re fans of open-source software and excited by recent advances in AI.

Vertex Ventures US

Alumni Ventures Group provides high-quality, diversified venture portfolios to individual investors who previously haven't had access to VC. It helps accredited alums from top entrepreneurial schools invest together in the ventures of fellow alums. The firm backs companies with an alumni connection and an institutional lead investor with expertise in the space. AVG also offers focused funds that allow any accredited investor access to a venture portfolio, diversified by type, sector, stage, and geography. Beth Obermiller, Michael Madden, and Mike Collins co-founded the firm in Manchester, New Hampshire in 2013.

Alumni Ventures

Dropbox Ventures is a corporate VC arm of Dropbox that seeks to invest in early-stage of AI startups.

Dropbox Ventures

LightBeam.ai

LightBeam.ai is a pioneer in the data security and privacy automation category, LightBeam is on a mission to empower organizations to manage and access their sensitive data securely. Leveraging its identity-centric discovery & classification engine, it ties data cataloging, access, and sharing into a unified privacy control tower. LightBeam empowers privacy and compliance executives to keep their organizations under continuous compliance, while information security executives can finally rest assured that sensitive data is being used and accessed securely.

Lightbeam is a data privacy automation (DPA) company leveraging AI to protect personally identifiable information (PII) and other sensitive data. It incorporates data security, privacy, and governance into its platform to offer a holistic data protection solution that enables compliance with regulations such as the GDPR and CCPA.

New data privacy regulations have opened up space for a new wave of compliance-focused startups.

Digital Privacy Tools

<div>Lightbeam.ai is an AI-powered zero-trust data security and privacy automation platform.</div>

Empowering Tomorrow's Innovations with Generative AI Infrastructure

Generative AI Infrastructure

Lightbeam.ai

LightBeam.ai on LinkedIn: #giveaway #rsaconference #giveaway #yeti #datasecurity #privacy

Lightbeam is a data privacy automation (DPA) company leveraging AI to protect personally identifiable information (PII) and other sensitive data. It incorporates data security, privacy, and governance into its platform to offer a holistic data protection solution that enables compliance with regulations such as the GDPR and CCPA.The company offers two main solutions: Spectra AI, an automated data security engine, and PrivacyOps, a compliance workflow automation platform. Spectra connects to an organization’s databases to identify and consolidate fragmented data using its AI/ML engine, building a comprehensive, identity-centric PII graph for each individual or entity. PrivacyOps enables the automation of compliance processes, including data subject request response, recording data processing, and privacy impact assessment.In August 2023, Lightbeam <a href="https://sp-edge.com/updates/21100">announced a generative AI copilot</a> for its Spectra AI that learns an organization’s data usage patterns and requirements to provide data security insights, enabling organizations to build secure data pipelines for the secure deployment of generative AI.Key customers and partnershipsAs of September 2024, Lightbeam’s customers included SnapFinance, GradRight, Horizon Clinical Research, RiskOptics, and Zinier.

OneTrust provides compliance solutions that leverage AI tools and automation across all areas of privacy compliance. The company’s AI-powered solution sees widespread use, providing automation in the areas of data discovery, data subject rights management, consent management (with a user-facing preference center for greater control), data protection impact assessments, third-party risk management, incident response reporting, and monitoring.The company also provides regulatory research software that companies can use to train staff and even benchmark their own privacy programs. The company’s Government Records Request Automation solution helps government organizations intake requests, automate data discovery and redaction, and provide a secure two-way communication portal that demonstrates compliance with FOIA, PRR, and the Privacy Act. OneTrust’s products were backed by over 200 patents as of September 2024.OneTrust has strengthened its position in the digital privacy space through several acquisitions in recent years. In March 2021, OneTrust acquired DocuVision, an AI-powered data redaction platform to bolster its data subject rights capabilities through automatic redaction of non-relevant sensitive information. During the same month, OneTrust acquired Convercent to enhance its platform through advanced ethics and compliance capabilities, and helpline and disclosure management. OneTrust acquired the security assurance and certification platform Tugboat Logic in September 2021, to automate its InfoSec assurance and certification processes. Other notable acquisitions include Privacy Core e-learning, DataGuidance, and Integris Software.In March 2023, OneTrust announced the addition of certification automation to the OneTrust GRC and Security Assurance Cloud. This solution which combines automation, pre-built policies and controls spanning 29 industry frameworks, over 100 integrations, compliance content, and expert guidance enables customers to simplify and streamline compliance tasks according to OneTrust.Key customers and partnershipsAs of September 2024, OneTrust said it served over 14,000 active customers, including 75 of the Fortune 100. The company claims it serves notable organizations from all industries, with Adobe, Walgreens, Samsung, and Mearsk among its customer base.OneTrust entered a partnership with Dow Jones Risk and Compliance in April 2023, to incorporate risk and compliance data into its third-party due diligence solution.

OneTrust

CENTRL provides automated risk management and privacy management solutions. Through its Privacy360 platform, the company provides solutions to identify compliance gaps, automate data discovery, manage data subject rights requests, consent management (with a user-facing preference center), carry out impact assessments, third-party risk management, monitoring, and reporting.

CENTRL

HighSide provides a secure communications platform for organizations, enterprise archiving solutions, data discovery, and supervision tools in compliance with GDPR, CCPA, etc. In 2019, the company announced the acquisition of Hotshot Technologies, a secure team messaging platform.

HighSide

SecuPI provides a patented platform enabling organizations to achieve compliance with regulations such as GDPR and CCPA. The platform achieves this by providing multiple features to protect data such as pseudonymization, consent controls, audit logs, streamlining breach notifications, etc. SecuPI’s platform is deployed in organizations in the banking, insurance, telecommunications, and health industries.

SecuPi

JoinPrivacy is a B2C solution that allows users to manage their personal data from the websites they use, all from one place.

JoinPrivacy

Solutions to prevent the tracking and collection of the personal data of end-users.

Encrypted communications and data exchanges for internal and external collaboration around sensitive data.

Tools to provide compliance with privacy regulations, such as GDPR and CCPA, and carry out tasks such as data discovery, data governance, consent management, Data Subject Rights (DSR) management, Data Protection Impact Assessments (DPIA) and managing incident response as mandated by these privacy regulations.

Synthetic data generation, data de-identification and anonymization, and other solutions for managing sensitive data.

Storage infrastructure for holding data in compliance with regulations such as GDPR or data residency requirements.

Central management of data access and data privacy and security policies.

Uses AI/ML to automate workflows such as data discovery and data classification

Uses generative AI to provide conversational recommendations to users to remain compliant with privacy regulations

Solutions in this industry hub are offered under a B2B SaaS model

<div>
 
 Lightbeam.ai is an AI-powered zero-trust data security and privacy automation platform.
 
 
 
</div>

<div>
 
 Founded in Israel, NeuReality specializes in providing hardware infrastructure to streamline computation processes to accelerate the development of AI applications. Its technology assists AI inferencing deployment by offering a comprehensive system solution that seamlessly supports a vast array of deep learning models.
 
 
 NeuRealitys&rsquo; infrastructure includes an architecture called the Network Addressable Processing Unit (NAPU) to maximize the capabilities of Deep Learning Accelerators (DLAs). This design facilitates inference through purpose-built NAPUs that are specifically crafted for AI inference tasks, enhancing performance and efficiency.
 
 
 The NR1 AI Inference Solution by NeuReality is a comprehensive system comprising architecture, hardware, and software platforms. Launched in November 2023, it intends to simplify the installation, utilization, and management of AI, making it accessible and manageable for users.
 
 
 The hardware offerings of the solution include,
 
 
 1. 
 NR1 Network Addressable Processing Unit
 : A network addressable inference Server-on-a-Chip with an embedded Neural Network Engine, which is a workflow-optimized hardware device with specialized processing units, native network capabilities, and virtualization capabilities
 
 
 2. 
 NR1-M&trade; AI Inference Module
 : A full-height, double-wide PCIe card containing one NR1 Network Addressable Processing Unit (NAPU) system-on-chip and a network addressable Inference Server that can connect to an external Deep Learning Accelerator (DLA)
 
 
 3. 
 NR1-S AI Inference Appliance
 : An optimized design for an inference server that contains NR1-M modules with the NR1 NAPU, which enables disaggregated AI service in a scalable and efficient architecture
 
 
 The software component of the solution is designed to be compatible with any trained model from any development environment. It includes tools that handle the entire AI pipeline and enable seamless connection of AI workflows to any environment.
 
 
 NeuReality differs from traditional AI chip connectivity in replacing CPU-centric support with an AI-centric platform. This allows components to communicate directly with AI accelerators, eliminating the need for commands to pass through a central processing unit. Additionally, the technology enables AI accelerators to connect with each other, enhancing efficiency and performance in AI applications. It also claims its AI-centric approach reduces complexity, cost, and power usage. The firm claims it can reduce inference costs by 90%.
 
 
 Key customers and partnerships
 
 
 In November 2021, NeuReality teamed up with IBM to develop advanced AI inference technology by enhancing its NR1 chip and system for use in IBM's Hybrid Cloud.
 
 
 In September 2021, the company partnered with Xilinx to develop AI-centric platforms that improve real-world AI applications. This collaboration was intended to focus on NeuReality's AI-centric inference platform NR1-P and address existing issues with AI deployment including cost and complexity.
 
 
 Funding and financials
 
 
 In 
 <a href="https://sp-edge.com/updates/27745">
 March 2024
 </a>
 , NeuReality secured USD 20 million in funding led by The European Innovation Council (EIC) Fund. The funds were intended to accelerate the deployment of NeuReality&rsquo;s NR1AI Inference Solution.
 
 
 In December 2022, it secured USD 35 million in a Series A funding round led by Samsung Ventures, with Cardumen Capital, Varana Capital, OurCrowd, XT Hi-Tech, and others as participants. The funding was used to launch its flagship AI inferencing solution.
 
</div>

NeuReality

<div>
 
 Accubits is an AI and BLOCKCHAIN focused development and solutions company based in Washington DC with its development offices in India and Dubai. Pioneering as a custom Blockchain solutions provider delivering solutions ever since 2012, Accubits is one of the oldest and experienced Blockchain dev house in the market and is featured as one among the top 13 Blockchain companies in India by INC42. We are a big family of engineers, innovators, inventors and many others continually working to help our customers in leveraging their business and adding value to their lives. Over the past 6 years, We have delivered more than 600 projects, for over 200 clients worldwide. Several of Fortune 500 companies in sectors from Retail to Health are being powered by our solutions to streamline and leverage their growth.Our portfolio for AI solutions includes intelligent conversational tools, RPAs, CRMs, SIPs, real-time video and image analytics systems, state of the art ALPR systems and many more being used enterprises, startups across North America, Canada, Middle East, Hong Kong, Singapore, Indonesia, India &amp; Sweden. Our portfolio of Blockchain development includes custom DApps and smart contracts, crypto token and exchange development, integrated blockchain services and ICO platforms.
 
</div>

Accubits

<div>
 
 LeewayHertz is a leading software development company delivering tailor-made digital solutions to businesses worldwide. Our team of 250+ full-stack developers, designers and innovators has designed and developed 100+ digital solutions across industry verticals. As a close-knit team of AI and web3 experts, designers and full-stack developers, we undertake collaborative research and development to create next-gen applications and solutions perfectly suited to the evolving tech space. As a technology pioneer with deep knowledge and expertise in AI, blockchain and other advanced technologies like IoT, LeewayHertz believes in helping companies overcome their most complex tech challenges and drive business growth. Our motto, &lsquo;You Dream It: We Build It,&rsquo; reflects our business philosophy. From putting flesh on your idea to delivering the expected end product, we do whatever it takes to make your project successful. Having worked with 30+ top fortune 500 companies and created various on-demand solutions, we boast an impressive work portfolio demonstrating our expertise.
 
</div>

LeewayHertz

Databricks, a data and AI company established by the original developers behind prominent Big Data solutions such as Delta Lake, Apache Spark, and MLflow, and provides organizations with AI and data analytics tools for efficient management of their data.Databricks' primary product is the Databricks Lakehouse platform, a unified data intelligence platform that merges a data warehouse and data lake to provide developers with efficient access to data and enables enterprise customers to create their AI models—similar to a ChatGPT-style AI system—using only their internal data.Databricks Unity Catalog, part of the Databricks Lakehouse Platform, provides unified governance for structured and unstructured data, machine-learning models, notebooks, dashboards, and files across various environments, offering automated monitoring, proactive alerts, and seamless data sharing through Delta Sharing integration. Furthermore, Databricks offers an open architecture that streamlines the AI development process, allowing the integration of various LLMs such as Llama 2, Azure OpenAI, and Anthropic, enabling customization with enterprise data for tailored model creation.Notably, Lakehouse leverages NVIDIA technology for accelerated data processing and AI model generation. Databricks also offers industry-specific solutions like Databricks Lakehouse for Healthcare, Financial Services, Retail, and Manufacturing.Databricks has expanded its offerings through multiple acquisitions, including MosaicML ( <a href="https://sp-edge.com/updates/19683">July 2023 </a>), Arcion ( <a href="https://sp-edge.com/updates/23041">October 2023 </a>), Okera ( <a href="https://sp-edge.com/updates/18197">May 2023 </a>), and Datajoy (October 2022). Key customers and partnershipsAs of July 2023, Databricks served a global customer base of approximately 10,000, including notable customers such as Comcast, DuPont, Honeywell, Rolls-Royce, Shell, and Tata Steel.Notable partnerships include collaboration with NVIDIA to incorporate NVIDIA TensorRT-LLM into its inference service and a partnership with Hevo-Data to automate data integration into the lakehouse for mutual customers (October 2022).Databricks also partnered with Karini AI to accelerate GenAI deployment for enterprises (<a href="https://sp-edge.com/updates/33687">September 2024</a>)Databricks also provides an LLM Mesh partner program; it has partnered with firms such as <a href="https://sp-edge.com/updates/24218">Dataiku </a>where an emphasis is placed on comprehensive data access, enabling tight integration of GenAI applications with enterprise data.

Databricks

<div>
 
 Labelbox offers a data-centric AI platform for enterprises, enabling them to develop, optimize, and use AI to solve complex problems and power new products and services.&nbsp;&nbsp;
 
 
 Labelbox&rsquo;s platform offers capabilities for building, optimizing, training, fine-tuning LLMs, and AI-enabled data labeling automation.&nbsp;
 
 
 Its products include&nbsp;
 
 
 1) Catalog: A platform for building AI applications with features such as advanced search capabilities and optimizing data for labeling budgets
 
 
 2) Annotate: A data labeling solution designed to streamline and accelerate labeling operations using automation tools and pre-labeling techniques
 
 
 (3) Model: Offers tools for data enrichment, model-assisted labeling, and custom Foundry Apps to automate data management tasks and improve AI model performance&nbsp;&nbsp;
 
 
 (4) Boost: Offers fully managed tailored solutions such as on-demand data labeling services to enhance AI development speed and efficiency.&nbsp;
 
 
 As such, Labelbox enables companies to streamline the fine-tuning and alignment of LLMs and enables the validation of outputs through techniques such as reinforcement learning with human feedback (RLHF), reinforcement learning from AI feedback (RELIEF), and evaluation. This incorporation of human expertise ensures more accurate, contextually relevant, trustworthy, and secure results from LLM systems.
 
 
 The platform is offered through a SaaS subscription model with packages ranging from free subscriptions with limited usage and custom pricing for enterprises.
 
 
 Key customers and partnerships
 
 
 The firm's solutions have use cases across diverse industries, including retail, consumer internet, healthcare, manufacturing, and financial services. Labelbox has a large portfolio of customers, including NASA's Jet Propulsion Laboratory and Blue River Technology, a smart AgriTech company that used Labelbox's model-assisted labeling suite to enhance its See &amp; Spray technology in smart agriculture, resulting in herbicide cost savings of 70%&ndash;80. Labelbox's customers also include several Fortune 500 companies, such as Walmart, P&amp;G, Audi Adobe, Airbnb, Bayer, and Bosch.
 
 
 Key partnerships include a long-term collaboration with 
 <a href="https://sp-edge.com/updates/21770">
 Google Cloud
 </a>
 to facilitate digital transformations in retail, consumer internet, financial services, and manufacturing and logistics.
 
 
 Funding and financials
 
 
 In January 2022, the firm raised USD 110 million in Series D funding led by SoftBank's Vision Fund 2. The company planned to utilize the funds to finance company expansion.
 
 
 
</div>

Labelbox

Integrated solutions that handle various processes such as model training, fine-tuning, model deployment, monitoring, and maintenance in working with and deploying LLMs

Platforms that provide hardware such as high-performance CPUs, GPUs, or TPUs, including cloud-based solutions that are commonly used to train and run GenAI models efficiently

Platforms that assist with fine-tuning pre-trained GenAI models or custom models tailored to specific use cases. Includes services that train models from scratch or use existing models

Platforms that store and retrieve training data in vector databases for access during the model training phase

Services to deploy GenAI models (on-premises or cloud-based) into production environments and integration tools to support existing systems and workflows

Ongoing monitoring of GenAI models to ensure performance. Includes regular model retraining, performance optimization, and troubleshooting

Platforms that assist in designing and refining prompts or instructions to GenAI models to get the desired responses or outcomes

Platforms that enable safe, responsible, and ethical GenAI deployment, ensuring compliance with regulations and/or protection against GenAI-based cybersecurity threats.

All services offered by these companies provide support to AI/ML

NLP is a key component of generative AI which is the core focus of this hub.

All companies within this space are offering infrastructure for generative AI

Generative AI infrastructure hub covers companies that deploy and run these foundation models.

<div>
 
 Lightbeam.ai, a firm that uses AI to ensure data security and privacy, has reportedly raised USD 17.8 million in a Series A funding round. This round incorporated leading venture capital firms such as Vertex Ventures, Dropbox Ventures, Eight Venture Partners, and Village Global. As a result, the total funding secured by Lightbeam has reached USD 22.3 million.
 The funds amassed will be directed toward the further development of their data security and privacy platform. In addition, the firm aims to broaden its go-to-market strategy to reach more potential clients.
 The company has witnessed significant expansion in recent years, with a 300% increase in its customer base. Their list of notable clients extends to prominent entities such as Snap Finance, Roost Labs, RiskOptics, and Horizon Clinical.
 
</div>

Lightbeam.ai

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