Rough Draft Ventures is a student-led team that funds technology-focused university entrepreneurs. They invest checks through founder-friendly SAFEs via their network of student fellows, supplying the brightest student founders across the US with meaningful resources, access to education, and one of their earliest support systems. The company was founded in 2012 and is based in Cambridge, Massachusetts, United States.

Rough Draft Ventures

New Enterprise Associates is a prominent venture capital firm focusing on investments in technology and healthcare startups. They help entrepreneurs build transformational businesses across multiple stages, sectors, and geographies. With over $19 billion in cumulative committed capital since the firm’s founding in 1977, NEA invests in technology and healthcare companies at all stages in a company’s lifecycle, from the seed stage through the IPO. The firm's long track record of successful investing includes more than 210 portfolio company IPOs and more than 360 acquisitions.

New Enterprise Associates

Greylock Partners invests in entrepreneurs that focus on consumer and enterprise software companies. The firm invests in companies that define new markets, including Airbnb, AppDynamics, Apptio, Arista Networks (NYSE: ANET), Cloudera, Docker, Dropbox, Facebook (Nasdaq: FB), LinkedIn (NYSE: LNKD), Medium, Nextdoor, Palo Alto Networks (NYSE: PANW), Pandora (NYSE: P), Pure Storage, and Workday (NYSE: WDAY). It was founded in 1965 and headquartered in Menlo Park, California.

Greylock

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

Evolution VC Partners invest and partner with disruptive companies with a strong team, product, and market opportunity.  They help entrepreneurs build great companies and consider themselves to be investment accelerators and will seek to be active creators of value for their portfolio companies.

Evolution VC Partners

Index Ventures is a venture capital firm based in London, San Francisco, and Geneva, helping entrepreneurs turn bold ideas into global businesses.  Since 1996, Index has partnered with exceptional entrepreneurs who are using technology to reshape the world. The companies they’ve started include Adyen, Deliveroo, Dropbox, Farfetch, King, Slack, and Supercell.

Index Ventures

Spark Capital is an early-stage venture capital firm that invests in exceptional products and the creative individuals behind them. Known for embracing risk and a unique approach, Spark Capital has backed companies like Twitter, Discord, Anthropic, Cruise, Niantic, Oculus, Warby Parker, and Tumblr. Recognizing that there are no set playbooks or formulas for success, the firm supports founders in achieving success on their own terms. Spark Capital invests across all sectors and stages, operating out of San Francisco, Boston, and New York City.

Spark Capital

Glynn Capital Management focuses on investing in leading private and public technology growth companies. Glynn Capital Management seeks to be long-term investors in a limited number of excellent companies with management teams, sustainable business models, and long-term growth potential.

Glynn Capital Management

Hybrid investment/venture/consulting firm of C-level operator/entrepreneurs

SC Ventures

Tribe Capital is a top-quartile venture capital firm focused on capturing a perpetual edge in venture and crypto using data science. The team is made up of investors, engineers and scientists who use artificial intelligence (“AI”) and data science to model venture-backed private companies. Beyond investment capital, Tribe deploys these AI tools to separate signal from noise, helping our companies understand their businesses better.  Our data-informed strategy includes an underwriting infrastructure and a quantitative analysis tool called the “Magic 8-ball.” We leverage these tools to provide deep insight on factors driving growth and how to accelerate sustainable growth, honed through years of developing similar products at major tech and finance players like Lyft, Yahoo, Facebook, and Bridgewater Associates.   Our team uses these tools to measure quantitative product-market fit, so we can more effectively assess and accelerate what Tribe refers to as “N-of-1” companies - companies with the potential to be 10-100x growth opportunities, while minimizing loss ratio by a large degree.  Tribe Capital has $1.6 billion in assets under management and has made notable investments in Apollo.io, Carta, Docker, Kraken, Instabase, Relativity Space, and Shiprocket.

Tribe Capital

SC Ventures is Standard Chartered Bank’s innovation, fintech investment, and venture unit. Focused on ''rewiring the DNA in banking'', SC Ventures aims to develop an innovation culture and mindset, deepen capabilities, and experiment with new business models through an open platform and network of people and partnerships. It runs an eXellerator innovation lab network across Singapore, Shanghai, Hong Kong, London, Nairobi, and San Francisco.

K5 Global Advisor LLC (“K5”) is a venture capital firm and incubation studio that supports founders across the business lifecycle. The firm was founded in 2018 by Michael Kives and Bryan Baum and has deployed capital of around $1B as of March 31, 2024. K5 invests across multiple stages, from seed through growth stage companies, with a focus on Enterprise SaaS, Vertical SaaS, and FinTech. In 2023, Keenan Rice and Daniel Marcotte, investors from Tokyo Black Capital Advisors, LLC, and both on the founding team of Looker (acquired by Google in 2020 for $2.6B), joined with K5’s early-stage SaaS investing team. K5 seeks to help innovative companies expand their networks and best position them to achieve growth targets.

K5 Global

Instabase

Instabase is a platform for businesses to build customizable apps for automating different parts of their business. For example, a bank can quickly build an app that can automatically verify customer income in a fraction of a second by combing through documents such as camera pictures or scans of pay stubs, tax documents, bank statements, and other similar documents submitted by the customer. The platform comes equipped with tools for reading documents, data extraction and classification, natural language processing, and optical character recognition. It is designed to enable creators, developers, and organizations to quickly build complex business applications based on their needs. Instabase also offers an app store, a growing marketplace of pre-packaged business apps for different industries, such as Income Verification, Adverse Media Analysis, Identity Verification, Trade Finance, Contract Analysis, and Financial Spreading.

Instabase offers an Automation Platform for Unstructured Data that utilizes deep learning to transform unstructured data into structured data, enabling enterprises to automate complex business processes. The platform leverages state-of-the-art deep learning models to extract and understand information from documents, images, and other file formats across various languages. Instabase's technology addresses challenges like signature extraction from patent applications, as demonstrated through its pilot with the US Patent and Trademark Office (USPTO) in October 2022. The platform allows cross-correlation to identify variations in names and signatures, alleviating manual analysis and enabling automation of document processing. Instabase caters to industries such as finance, insurance, and government agencies, helping automate processes like client onboarding and mortgage processing. Some of its notable customers include NatWest, Standard Chartered, and AXA.

Using AI to mimic and understand human language

Natural Language Processing Tools

İşbank and Instabase revolutionise money order processing with AI-driven partnership

Instabase offers an Automation Platform for Unstructured Data that utilizes deep learning to transform unstructured data into structured data, enabling enterprises to automate complex business processes. The platform leverages state-of-the-art deep learning models to extract and understand information from documents, images, and other file formats across various languages. Instabase's technology addresses challenges like signature extraction from patent applications, as demonstrated through its pilot with the US Patent and Trademark Office (USPTO) in October 2022. The platform allows cross-correlation to identify variations in names and signatures, alleviating manual analysis and enabling automation of document processing. Instabase caters to industries such as finance, insurance, and government agencies, helping automate processes like client onboarding and mortgage processing. Some of its notable customers include NatWest, Standard Chartered, and AXA.Key customers and partnershipsIn December 2022, Instabase announced the general availability of its Automation Platform for Unstructured Data in AWS Marketplace, providing customers with streamlined access to its AI capabilities and automation platform.

Reduct is a cloud-based video editing and storage platform that enables users to transcribe, organize, and edit video content through text-based interfaces. The platform uses automated transcription technology to convert video and audio files into searchable text transcripts. Users can then highlight, tag, and edit these transcripts to create video clips and reels. Reduct's key differentiator is its ability to edit video by manipulating the corresponding transcript text, allowing for efficient review and compilation of interview footage and other video content. The platform supports various file formats and integrates with video conferencing tools like Zoom for direct import of recordings. Reduct also offers collaborative features, allowing multiple team members to work on projects simultaneously. In addition to its core editing capabilities, Reduct provides unlimited cloud storage for video files, making it a comprehensive solution for video post-production workflows.
Key customers and partnerships
Reduct caters to a range of industries and professionals, including researchers, content creators, marketers, and corporate teams. The platform has developed integrations with popular video editing software like Adobe Premiere Pro, enabling users to export their Reduct projects as editable sequences in these applications. Reduct also supports Final Cut Pro through XML export.

Reduct

MonkeyLearn is an AI-powered text analysis and data visualization platform that enables businesses to extract insights from unstructured textual data. The platform offers both pre-built and custom machine learning models for tasks such as sentiment analysis, keyword extraction, topic detection, and intent classification. MonkeyLearn's no-code interface allows users to clean, label, and visualize customer feedback data without requiring programming skills. The platform can process various types of text data including customer reviews, surveys, social media posts, and support tickets. MonkeyLearn integrates with popular tools like Excel, Google Sheets, Zapier, and Zendesk, allowing users to connect their existing data sources. In 2023, MonkeyLearn launched an all-in-one text analysis and data visualization studio that provides instant insights with greater granularity. The platform offers customizable dashboards and templates for different business scenarios, enabling users to create visualizations tailored to their specific needs.

MonkeyLearn

Keatext is an AI-powered text analytics platform that specializes in interpreting customer feedback. The company's cloud-based solution synthesizes large volumes of unstructured feedback data from multiple channels, including open-survey questions, online reviews, support tickets, chats, and social media posts. Keatext's platform utilizes deep learning and natural language processing to analyze, cluster, correlate, and track customer opinions autonomously, providing actionable insights through a comprehensive dashboard.
The platform is designed to minimize response time and requires no setup, featuring multilingual analysis and context-sensitive, industry-agnostic understanding. It automatically visualizes correlations and trends, offering immediate report-sharing capabilities. Keatext's technology adapts to various industries without requiring algorithm customization, eliminating the need for keywords, lexicons, and semantic dictionaries.
Founded in 2010 by Narjès Boufaden, Keatext initially operated as a professional services provider. In 2015, the company transitioned to a product-based model with the launch of its cloud-based AI-powered text analytics platform. Keatext's solution helps businesses optimize profitability through customer feedback analysis, enabling them to move from assumption-based decision-making to data-driven, research-based strategies. The platform significantly reduces the time required for analyzing customer feedback, with users reporting that tasks that previously took eight hours can now be completed in 10 minutes using Keatext.

Keatext

Aircover is a sale assistant tool that leverages conversational AI and real-time technologies to enhance the efficiency of sales teams. The platform integrates with virtual meetings, providing sales representatives with up-to-date messaging and positioning information. This approach aims to reduce ramp time for new representatives and products, shorten sales cycles, and increase win rates. Aircover's AI-powered system enforces best practices throughout sales meetings, offering real-time answers to representatives and potentially reducing the number of follow-up meetings required per prospect. The tool is designed to serve a wide range of users, from individuals to large enterprises. Aircover also features a relationship management component, allowing users to store notes and track roles within deals. By putting sales enablement on autopilot, the platform seeks to streamline the sales process and improve overall performance.

Aircover

NeuralSpace is an AI SaaS company that specializes in providing advanced text and voice AI technologies in over 100 languages. Founded in 2019, the company focuses on delivering language AI solutions, particularly for Arabic, Indian, and other low-resource languages predominantly spoken in Asia, the Middle East, and Africa. NeuralSpace's platform offers a suite of products including speech-to-text, machine translation, entity recognition, transliteration, data generation, language detection, and text-to-speech conversion. The company's flagship product, VoiceAI, launched in October 2023, provides highly accurate call transcription, translation, and speech analytics for Arabic and Indian languages and dialects, achieving an average accuracy rate of 91%. NeuralSpace utilizes proprietary speech-to-text technology trained on a dataset of 40,000 hours of audio data, which it aims to increase to 100,000 hours. The company's no-code modular toolkit enables enterprises to train and deploy AI models for language processing applications without extensive coding knowledge. NeuralSpace's technology leverages modeling techniques such as transfer learning, multilingual learning, and data augmentation to work effectively with limited text or speech data. The platform can be accessed through a command-line interface, REST APIs, or a no-code GUI, making it versatile for various integration needs.

NeuralSpace

Solutions that use techniques such as named entity recognition, part-of-speech tagging, or summarization to produce insights from unstructured textual documents.

Platforms that summarize conversations, audio, or video files including reactions into text formats.

Tools to identify and analyze the opinions or emotions expressed in survey responses or reviews to produce actionable insights.

Platforms that decipher search queries by analyzing structured and unstructured data based on user intent and behavior.

Solutions that enable real-time conversation through chatbots or automate ticket routing to relevant agents.

Tools that automatically translate text from one language to another.

Tools that detect plagiarism, punctuation errors, or style errors in text.

Companies that use GenAI as a core part of their product offering for natural language processing.

NLP tools such as chatbots are used to cater to each individual

NLP tools are built using AI/ML technologies

Some NLP tools are built using foundation models

NLP tools are provided for other companies to integrate into their workflows

Instabase

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