Andreessen Horowitz is a venture capital firm specializing in investing in seed, start-ups, early, mid-stage, growth, and late-stage. It prefers to invest in the social media business and technology sector with a focus on software, back-end infrastructure, the infrastructure of the Internet, cloud computing, enterprise software and services, consumer, business Internet, mobile-Internet, consumer Internet, cloud computing, data storage, social network browsers data-storage, consumer electronics, networking functions, software related biology, biotech, and medicine companies at the intersection of computer science and life sciences with a focus on digital therapeutics, cloud technology in biology, and computational medicine.

Andreessen Horowitz

Newlands is a global investment partnership.

Newlands

Shasta Ventures invests in startups in sectors. Their program consists of a proven methodology and a set of comprehensive playbooks that dive deep into the obstacles and challenges of early-stage startups. There is no one-size-fits-all when it comes to early-stage, so this agile program allows founders to tap into the resources they need when they need them.

Shasta Ventures

Incubate Fund is an independent early-stage venture capital that specializes in providing capital to technology startups at the seed stage. The firm built a portfolio of over 300 companies in Asia, taking 12 companies to public and 20 companies to M&A exit since 2010.

Incubate Fund

S28 Capital is an early-stage venture fund with $170M under management.  We're a team of founders and early startup employees.  The investing team helped build companies such as PagerDuty and Playdom and also invested in companies such as Zoom and Coupang.  Some of our investments include Plangrid, Mattermost, Rippling, Reflektive, Social Construct, and Perpetua.

S28 Capital

Secure Octane is an early stage venture fund investing the leading cybersecurity / data and AI startups.

Secure Octane

Vela Partners is the world's first product-led and AI-powered venture capital firm.

Vela Partners

GTMfund is an early-stage fund focused on investing in hyper-growth B2B SaaS companies. The fund is comprised of 260+ go-to-market executives from the fastest-growing companies on the planet (Snowflake, DocuSign, Okta, Salesforce, Twilio, Square, Procore, etc). Our operators have been there, done that, from zero to IPO. We support our founders with everything GTM - from strategy to hiring and execution.

GTMfund

Lightup

Lightup is a no-code data quality platform that enables enterprises to achieve 100% data quality coverage 10x faster than legacy tools, across multi-cloud, hybrid, and on-premises  environments, on batch or streaming data – scalable in minutes, not months. With prebuilt pushdown data quality checks, AI-powered anomaly detection, real-time incident alerts, and integrated issue resolution management, Lightup empowers data teams to proactively monitor data health at fine granularity and quickly pinpoint bad data flowing in good data pipelines to ensure reliable, accurate business-critical data and prevent costly data outages, before they occur. Founded in 2019, with headquarters in Mountain View, CA, Lightup Data, Inc. is a Series A private startup company, backed by Andreessen Horowitz (a16z) and Spectrum28.

<div>Lightup offers&nbsp; a no-code platform that enables users to automate data quality checking. The platform provides a range of anomaly detection tools, enabling users to connect to various data sources via pre-built connectors or APIs and select either absolute or dynamic thresholding options. The company claims that enterprises can achieve complete data quality coverage at an accelerated pace, up to 10x faster than traditional legacy tools.</div>

Now anyone can become a software developer.

No-code Software

Lightup offers a no-code platform that enables users to automate data quality checking. The platform provides a range of anomaly detection tools, enabling users to connect to various data sources via pre-built connectors or APIs and select either absolute or dynamic thresholding options. The company claims that enterprises can achieve complete data quality coverage at an accelerated pace, up to 10x faster than traditional legacy tools. Furthermore, Lightup reportedly reduces the time taken for scaling and deep data quality checks by using time-bound pushdown queries that ensure performance is not compromised.

Data Infrastructure & Analytics

Lightup Seeks Data Quality Automation

<div>
 
 Lightup offers&nbsp; a no-code platform that enables users to automate data quality checking. The platform provides a range of anomaly detection tools, enabling users to connect to various data sources via pre-built connectors or APIs and select either absolute or dynamic thresholding options. The company claims that enterprises can achieve complete data quality coverage at an accelerated pace, up to 10x faster than traditional legacy tools.
 
 
 Furthermore, Lightup reportedly reduces the time taken for scaling and deep data quality checks by using&nbsp; time-bound pushdown queries that ensure performance is not compromised.&nbsp;
 
 
 The platform also offers flexible deployment options to cater to different data stack architectures. It can be deployed as Software as a Service (SaaS) in the Lightup Cloud, as a hybrid solution combining Virtual Private Cloud (VPC) and the Lightup Cloud, or completely on-premises within an organization's VPC.&nbsp;
 
 
 Key customers and partnerships
 
 
 In December 2023, the company partnered with XponentL Data, a systems integrator and data solutions provider, to launch an integration with Collibra, a data governance platform. The partnership enabled the company to offer its Lightup Data Quality Indicators (DQI) inside Collibra&rsquo;s platform.
 
 
 Funding and financials
 
 
 <a href="https://sp-edge.com/updates/20674">
 In August 2023
 </a>
 , Lightup raised USD 9 million in Series A funding led by Andreessen Horowitz and Newlands. The funds were to be used to improve its core technology, expand its team, seek global opportunities, and broaden its partner ecosystem to serve a wider customer base.
 
 
</div>

Index offers a no-code platform for enterprises to build dashboards for internal use to obtain insights on business metrics, investor updates and operation overviews, among others. As of June 2021, the product remains at beta, with a limited early preview. The platform provides prebuilt templates, and also has tools for users to build their own dashboards. The dashboard can be integrated with multiple apps including Hubspot ((customer relationship management data), Stripe (payment data), and Postgres and MongoDB (databases), slack (remote working) and Google Sheets (spreadsheets), among others. The company raised USD 2.6 million in Seed funding in October 2020. It intends to invest the funds in hiring two engineers (in addition to the two founders) and continuing to refine and develop the product. The founders aim to reach USD 1 million in annual recurring revenue (ARR) and expand their product distribution.

Index

<div>
 
 Stencyl offers a drag-and-drop no-code platform that enables users to create and publish web and mobile games. Users can build their game logic using the platform&rsquo;s pre-built code blocks, design visual elements via an in-built graphics editor, and publish across a range of platform&rsquo;s such as IoS, Android, Windows and Mac. Moreover,&nbsp; Stencyl also enables users to embed ads into their games as a secondary source of revenue.&nbsp;
 
 
 Key customers and partnerships
 
 
 As of February 2024, Stencyl was used by over 500,000 registered developers. Apps created on Stencyl have reached top slots in the Apple App Store and Google Play, and its most successful web games have been sponsored by major publishers including ArmorGames, Kongregate, and Newgrounds.
 
</div>

Stencyl

Universe offers a no-code platform for users to build websites that can be added to social media pages. Websites can be built using drag and drop blocks to add images, videos, and other content to create a mobile-first website. The Platform offers creative controls, 30 pre-made themes, and block features to allow users to create a custom site and/or open an e-commerce store directly from a mobile phone.The company began as a landing page builder and progressed to developing websites, which include tools for adding shopping blocks. Universe targets micro businesses that are not tech-savvy.<a href="https://sp-edge.com/updates/20509">In July 2023 </a>, Universe launched the beta version of Generative Universe Sites (GUS), an AI-powered website designing tool. This solution provides a conversational interface for users to dictate their requirements for a website and then generates a customized web page.Funding and financialsIn December 2021, Universe raised USD 30 million in a Series B funding round led by Addition to develop the company’s block-based system for website building named “GRID,” expand its commercial offering for startups, and extend GRID to more platforms and devices. Additionally, the company used the funds to expand its reach in new markets and grow its employee base.

Universe

Readymag is a web-based drag and drop tool that enables users to create websites, presentations and digital magazines. Its customers include large enterprises such as AirBnB, Forbes, Esquire, and IDEO.

Readymag

UserGuiding is a user onboarding tool that helps create interactive guides for customers. Functions include user onboarding, feature adoption, in-product messaging, and customer feedback, among others. As of September 2020, the company had over 2,000 global enterprise clients. UserGuiding raised USD 1.1 million in seed funding in August 2020, which it intends to use to expand its operations by increasing its workforce, accelerating global expansion, and enhancing product development.

UserGuiding

Allows users to create apps for their own businesses by using their data and ideas and converting them into apps to improve their workflow.

Platforms that allow users to create online/mobile games in a no-code environment.

Platforms and tools that enable users to build mobile-based apps using templates and tools (widgets) in a visual environment.

Platforms that let users create workflow and process management systems in a spreadsheet format integrating with databases. This also includes data science tools, which enable users to run predictive analysis on data sets through drag-and-drop functions using artificial intelligence (AI) technology.

Tools that allow users to build websites, ranging from blogs to e-commerce sites, in a visual environment without the need for coding. Often has no-code tools to integrate with other online tools, such as payment gateways.

Companies that use GenAI as a core part of their no-code product offering

Offers solutions for building internal applications and automations for enterprises

Many solutions enable users to leverage AI/ML for predictive analytics

Offers solutions for building enterprise-specific applications and automations

Some solutions leverage GenAI to enable users to build application and website templates without coding

Lightup offers a no-code platform that enables users to automate data quality checking. The platform provides a range of anomaly detection tools, enabling users to connect to various data sources via pre-built connectors or APIs and select either absolute or dynamic thresholding options. The company claims that enterprises can achieve complete data quality coverage at an accelerated pace, up to 10x faster than traditional legacy tools. Furthermore, Lightup reportedly reduces the time taken for scaling and deep data quality checks by using time-bound pushdown queries that ensure performance is not compromised.The platform also offers flexible deployment options to cater to different data stack architectures. It can be deployed as SaaS in the Lightup Cloud, as a hybrid solution combining Virtual Private Cloud (VPC) and the Lightup Cloud, or completely on-premise within an organization's VPC.Key customers and partnershipsIts notable customers include McDonald’s, Gap, and SKECHERS.In December 2023, the company partnered with XponentL Data, a systems integrator and data solutions provider, to launch an integration with Collibra, a data governance platform. The partnership enabled the company to offer its Lightup Data Quality Indicators (DQI) inside Collibra’s platform.

Fivetran is a cloud-based automated data integration platform that enables businesses to move data from various sources, including SaaS applications, databases, and files, into data warehouses, data lakes, and other destinations. The company's platform offers multiple deployment models to meet diverse business needs, ranging from stringent security requirements to maintaining on-premises databases even after partial cloud migration.The company's data movement platform is designed to automate and streamline the process of extracting, loading, and transforming (ELT) data, empowering organizations to focus on data-driven insights and decision-making. With real-time analytics, database replication, AI workflows, and cloud migrations facilitated by Fivetran, thousands of customers worldwide can leverage the platform to drive business growth.Fivetran's core offering revolves around its connector library, which supports over 500 data sources, including SaaS applications, databases, ERPs, and files. These connectors enable automatic, reliable, and secure data movement, regardless of whether the data resides on-premises, in the cloud, or in a hybrid environment. The platform's scalable architecture allows businesses to seamlessly add or remove data sources as their needs evolve.To enhance the usability and accessibility of the ingested data, Fivetran employs a normalized schema approach. By delivering data in a normalized format, the platform enables customers to remix and reshape the data according to their specific requirements, facilitating efficient data analysis and reporting. Additionally, Fivetran offers pre-built data models and dbt Core integration, empowering customers to create analytics-ready tables tailored to their business use cases, such as analyzing deal opportunities from Salesforce, generating general ledger reports from QuickBooks data, or evaluating return on ad spend across advertising platforms.In <a href="https://sp-edge.com/updates/30203">June 2024</a>, the company launched Managed Data Lake Service to simplify the process of managing data lakes for businesses of any size. Key benefits include the ability to centralize data for insights and convenience. Furthermore, it reduces costs by discontinuing support for legacy data warehouses.In September 2024,&nbsp;<a href="https://sp-edge.com/updates/33748">Fivetran introduced "Hybrid Deployment",</a> allowing customers to run data pipelines within their environment while managing them through Fivetran's platform. This solution enables enterprises to securely centralize data from various sources, including cloud-based SaaS apps and legacy databases. Fivetran claims Hybrid Deployment offers full visibility of all pipelines from a single interface, enhanced data security, and simplified setup and maintenance.Key customers and partnershipsOver the years, Fivetran has attracted a diverse range of customers across various industries, including ecommerce, finance, technology, and media. Notable clients include Autodesk, Conagra Brands, JetBlue, Lionsgate, Morgan Stanley, and Ziff Davis, among others. These companies leverage Fivetran's platform to streamline their data integration workflows, optimize their analytics capabilities, and gain a competitive edge through data-driven decision-making.To further enhance its offerings and enable seamless integrations, Fivetran has established strategic partnerships with various technology providers, including data warehousing solutions, cloud platforms, and business intelligence tools. For instance, Fivetran collaborates with Databricks, enabling customers to build an open lakehouse with Delta Lake powered by the Databricks Data Intelligence Platform. Additionally, Fivetran's integration with Unity Catalog provides out-of-the-box governance and security for Fivetran-generated tables.

Fivetran

<div>
 
 Domo is a cloud-based analytics platform that enables businesses to connect, transform, and visualize data from various sources. It provides a comprehensive solution for data management, analysis, and visualization, empowering organizations to make data-driven decisions. Domo's platform is designed to foster collaboration, efficient decision-making, and improved business outcomes through its user-friendly interface and powerful data manipulation capabilities.
 
 
 Domo's key offerings include data integration, data warehousing, business intelligence (BI), and intelligent applications. The platform leverages its Adrenaline engine and offers over 1,000 pre-built connectors to extract data from cloud applications, databases, spreadsheets, and other sources. This data is then stored in Domo's internal data warehouse or accessed through federated queries, enabling users to analyze and visualize it using Domo's extensive collection of visualization tools and dashboards.
 
 
 Domo&rsquo;s user experience is designed to be intuitive and accessible, fostering high adoption rates across organizations. Its user-friendly interface, seamless collaboration features, and mobile-first approach contribute to its widespread adoption and ease of use. Domo's platform is built for speed and scalability, allowing organizations to quickly access and analyze even large datasets without experiencing performance issues.
 
 
 Key customers and partnerships
 
 
 Domo serves over 2,300 customers across various industries, including major enterprises such as eBay, Walmart, Cisco, Citibank, HP, The National Geographic Society, Verizon, US Army, Vanguard, Microsoft, IBM, Thomson Reuters, Airbus, Orange, AT&amp;T, Caterpillar, Volvo Cars, and Comcast.
 
 
 The platform has been widely adopted by organizations seeking to leverage data for better decision-making, improved customer insights, and enhanced marketing analytics. Domo has formed strategic partnerships with companies like Regional One Health and Torchy's Tacos, enabling them to leverage Domo's capabilities for healthcare metrics and finance applications, respectively.
 
</div>

Domo

Founded in 2014, Confluent, Inc. is a technology company headquartered in Mountain View, California. The company specializes in data streaming platforms, primarily based on Apache Kafka, an open-source project created by Confluent's founders while working at LinkedIn. Confluent offers two main products: Confluent Platform, an on-premise solution, and Confluent Cloud, a fully managed SaaS. These products help organizations harness real-time data streams for various applications, including microservices, Internet of Things (IoT), financial services, fraud detection, and customer analytics.Confluent's primary offering in data infrastructure services is its integration solution, which enables organizations to unify data from disparate sources. The Confluent Platform and Confluent Cloud act as clients' central nervous systems, allowing them to connect various IT systems and applications to capture and process real-time data streams. This capability enables businesses to make decisions based on continuously flowing data.In September 2024,&nbsp;<a href="https://sp-edge.com/updates/33818">Confluent announced upgrades to its Confluent Cloud</a> product, enhancing support for Apache Flink. The updates include support for the Table API, simplifying development for Java and Python users, and private networking support to improve data security. These upgrades aimed to simplify Flink deployments, enhance security, and make it easier for organizations in regulated industries to stream data and integrate it into applications.Key customers and partnershipIn December 2023, Confluent expanded partnerships with MongoDB, Pinecone, Rockset, Weaviate, and Zilliz as part of its "Data Streaming for AI" initiative. These partnerships aimed to provide real-time contextual data from Confluent's platform to partners' vector databases, facilitating the development of AI-powered applications.

Confluent

<div>
 
 dbt Labs provides an open source data transformation tool that uses analytics engineering. It is aimed at programmers with knowledge of SQL to develop models with SELECT statements, test and document each model, and install safely with Git-enabled version control. The software enables the user to develop faster, work from the same assumptions, deploy with confidence, and&nbsp; ensure low risk with governance and safety. The company also offers dbt Core, which is an open source software for analytics engineers, and dbt Cloud Enterprise for secure, reliable access to data. JetBlue and Domain are some of its clients.
 
 
 
</div>

dbt Labs

Starburst provides an analytics engine that enables organizations to access and analyze distributed data without moving it from its source location. The company's platform is built on Trino (formerly known as Presto), a distributed SQL query engine designed for running interactive analytics queries across various data sources. The platform allows users to query data across multiple databases, data lakes, and data warehouses simultaneously, eliminating the need for costly and time-consuming data centralization. In February 2023, Starburst introduced Warp Speed, a smart indexing and caching solution that accelerates queries up to 7x faster by autonomously identifying and caching frequently used data. The company's software includes two main offerings: Starburst Enterprise for self-managed deployments and Starburst Galaxy, a Software-as-a-Service (SaaS) solution launched in 2021 that enables data lake and cross-cloud analytics. In February 2022, Starburst reported tripling its customer base and annual recurring revenue in the previous 12 months.
Key customers and partnerships
Starburst's platform is used by organizations including Zillow, Standard Chartered, Carrefour Brazil, Comcast, DoorDash, VMware, and Condé Nast. The platform helped Priceline reduce data storage costs by 5-10x while AssuranceIQ achieved a 10% increase in conversion rates. Starburst had established partnerships with major cloud platforms including AWS, Azure, Google Cloud Platform, Alibaba Cloud, Red Hat, and HPE. The company also partnered with Red Hat as one of the inaugural members of the Red Hat OpenShift Data Science ecosystem.

Starburst

Solutions to unify data from disparate sources by extracting, transforming, loading, and storing data in a usable form (such as in data warehouses) for further analysis.

Tools to monitor data for quality issues in real-time, as it moves throughout the data pipeline.

Providers of storage solutions that help accelerate data analytics. These include primary storage solutions, such as data warehouses and data lakes, and secondary storage solutions for non-mission-critical data.

Solutions that enable businesses to carry out data processing and create ML models on the underlying data for predictive analysis.

Tools for enterprises to visualize data in a graphical form and obtain insights on the same using AI and natural language processing.

Companies that use GenAI as a core part of their product offering for data infrastructure & analytics.

Leverages GenAI to help organizations extract insights and supports GenAI application development through data preparation

Offers data analytics and storage platforms for business under a B2B SaaS model

These are tools that help prepare data for AI/ML applications

Lightup

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