Dig Started provides portfolios with access to an unparalleled portfolio success model, focused on clearing the hurdles of early company building and more. Dig Ventures is a pre-seed and seed-stage fund investing in B2B SaaS and cloud infrastructure companies in Europe, Israel, and the US.

Dig Ventures

Octopus Ventures is a venture capital firm that offers support to companies at various stages of their journey, from idea conception to IPO. They allocate over £200 million annually to invest in sectors such as health, fintech, deep tech, consumer, and B2B software, with a focus on making a positive impact. Their experienced team assists portfolio companies in scaling rapidly. Octopus Ventures' investment philosophy extends beyond monetary support, involving time, energy, and focus to work closely with founders for success. Notable companies they have backed include ManyPets, Cazoo, Depop, Elvie, and WaveOptics. Their operations span London and New York, with a network of partners in the U.S. and Asia.

Octopus Ventures

Exor Ventures is the venture capital arm of Exor, one of Europe's largest diversified holding companies. Exor Ventures focuses on early and growth-stage investments in technology-driven companies across various sectors, including digital services, fintech, cybersecurity, and mobility. Exor Ventures leverages its strategic insights and global network to identify promising startups with disruptive potential and supports them through funding, mentorship, and access to its extensive resources.   EXOR Seeds offers a truly different type of partnership to the select group of entrepreneurs that it backs: - As a fifth-generation family-led business, we proved that we are builders not traders; - Our permanent capital allows us to take a long-term view and put the interest of the companies We invest in first; - Our global network, across industries and geographies, is a unique advantage to entrepreneurs

Exor Ventures

LaunchBay is a venture firm specialising in FinTech Infrastructure, B2B Software, and AI applications, investing in companies at the point where they have demonstrated product-market fit and are ready to scale. With headquarters in London, UK, and Tel Aviv, Israel, Launchbay has built a global presence with strong connections in the local ecosystems in which the team operates and an active investment and portfolio construction approach.    Launchbay supports technology companies across three main pillars: - a flagship access fund for early-stage investments,  - a growth fund for selected later-stage opportunities,  and  - a proprietary digital investment platform that facilitates primary and secondary deals across various stages Data-driven decision-making is a key aspect, where we utilize algorithms and scoring within the platform to address industry-wide challenges related to access and liquidity.    Launchbay takes a particular interest in founders with an immigrant background because we recognize the distinct perspective, drive, and ambition that often accompany building successful businesses outside of one's home country. We believe in the success stories of the vision, capabilities, and growth potential demonstrated by founders with this type of experience.

Launchbay Capital

Foreword Ventures is an early-stage micro fund backing startups throughout their initial chapters. Foreword commits to adding value far beyond the small checks they write by devoting time, reputation, and capital to clients' success. Foreword typically invests in the pre-seed and seed stages, but can also invest in Series A and beyond when there is an existing relationship with the founder or co-investor.

Foreword Ventures

2100 Ventures is dedicated to supporting European entrepreneurs who are driving the new golden age of industrial innovation. We’re investing in early-stage B2B startups across Europe in SaaS, fintech, data and ClimateTech.

2100 Ventures

Plug and Play is the ultimate innovation platform.

Plug and Play Tech Center

Desia

Desia provides advanced AI applications for productivity, automation, and analytics for financial services.

Desia is a London-based company that provides artificial intelligence (AI) applications for productivity, automation, and analytics in the financial investment industry. Founded in 2024, the company aims to revolutionize the investment professional's work stack by addressing inefficiencies caused by unstructured data. Desia's AI-driven system extracts knowledge and data about potential investments and performs automated analyses, saving investment professionals significant time and resources. The platform is designed to streamline investment processes by tackling the complexity of unstructured data and inefficiencies in data processing. As of September 2024, Desia's solution already had users, with the company looking to expand its presence in the UK, the US, and Europe.

London-based Desia raises €2.9 million to transform the investment professional's work stack

Desia Raises $3.3 Million to Grow AI for Investment Professionals

Desia First Name Personality & Popularity

Desia Deomali

founder’s Desia secures $3.3M to provide AI applications for financial services — TFN

Designing for Inclusive Attitudes

AI Startup Desia Announces €3M Pre-Seed Funding Led by Dig Ventures

Explore Desia: Meaning, Origin & Popularity

UK’s Desia bags €3M funding

Loved Ones Mourn GloRilla Concert Stampede Victim Rhondesia Belton: ‘You Did Not Deserve This’

Unicorn founder unveils next move in Desia

Providing AI-driven market intelligence and workflow automation to give firms an edge

Capital Markets Tech

Using AI to mimic and understand human language

Natural Language Processing Tools

Desia is a London-based company that provides artificial intelligence (AI) applications for productivity, automation, and analytics in the financial investment industry. Founded in 2024, the company aims to revolutionize the investment professional's work stack by addressing inefficiencies caused by unstructured data. Desia's AI-driven system extracts knowledge and data about potential investments and performs automated analyses, saving investment professionals significant time and resources. The platform is designed to streamline investment processes by tackling the complexity of unstructured data and inefficiencies in data processing. As of September 2024, Desia's solution already had users, with the company looking to expand its presence in the UK, the US, and Europe.
Key customers and partnerships
Desia's platform is targeted at investment professionals across various financial institutions. The company's solution is designed to cater to professionals who previously had to manually sort through significant amounts of data and information in investment banking and private equity firms.

Finpilot is an AI-powered platform that helps financial analysts streamline their research and analysis workflows. The company's technology extracts knowledge from unstructured financial data sources including SEC documents, call transcripts, research reports, and private financial documents. The platform features a web-based AI chat tool that enables analysts to search and query information across multiple sources through a conversational interface. Unlike generic AI models, Finpilot provides source-linked answers with references to primary materials, allowing users to verify the accuracy of information whether in charts or text format. As of February 2024, the platform was available in public beta with plans for a self-serve business model for individual analysts and an enterprise version. The platform also includes task agents designed to automate complex workflows such as report generation, company comparisons, trend analysis, and extraction of segment data from charts and text. Finpilot was spun out of Euclidean Technologies, an investment firm focused on quantitative analysis.

Finpilot

Rogo offers GenAI solutions for financial institutions with tools specifically designed to meet the unique needs of global hedge funds, investment banks, private equity firms, and institutional investors. The company utilizes proprietary financial AI, combining large language models (LLMs) and expertise on financial services, which can adapt to understand the language and data specific to an organization. It can help teams with tasks like accelerating research, making data-driven decisions, and producing finance-related materials.The platform extracts data from internal sources like company presentations, memos, models, databases, data rooms, and meeting notes, combined with a library of 100+ million various external sources, including filings, investor calls, and transcripts of over 70,000 companies globally, along with real-time market data, news and media sources, web searches, and other third-party data.

Rogo

Portrait Analytics is a Boston-based startup developing a GenAI platform for investment research and thesis creation. Founded in 2022 by David Plon, a former principal analyst at Baupost Group, and Connell Gough, a full-stack developer, the company aims to revolutionize the way investment analysts conduct research and generate investment ideas. Portrait's platform leverages advanced AI models to accelerate the speed of research by answering complex questions and producing insights for users. The technology extracts and synthesizes key information from company filings, documents, and other sources to provide factual, auditable responses to user queries.The company's first product is a Q&amp;A-based application that incorporates GenAI search and summarization capabilities. It is designed to function as a "junior analyst," capable of performing tasks such as finding investment ideas, building financial models, and creating pitch decks. Portrait's platform includes an idea generation tool that helps analysts sift through thousands of companies to identify potential investment opportunities. It also provides comprehensive research summaries to quickly familiarize analysts with specific companies or sectors. As of July 2023, the platform was in private beta testing with select asset managers, with plans to expand access to more analysts in the coming months.

Portrait Analytics

Helix by HL is a joint venture between TIFIN, a developer of AI-powered wealth management solutions, and private market investments manager Hamilton Lane.It develops a GenAI assistant, powered by proprietary data and industry expertise of Hamilton Lane, which generates data-driven insights on private market benchmarking, forecasting, and diligence for wealth investors and their intermediaries. Its platform offers a conversational tool that answers private market questions and generates insights in plain English.

Helix by HL

Wokelo AI operates a secure GenAI platform geared toward accelerating business research. It provides customized, in-depth analyses for market intelligence and investment research, distinguishing itself through the creation of human-like syntheses at scale.The company's platform serves as a research assistant and co-authoring tool, capable of generating high-fidelity, factually bounded reports and presentations. It offers information on various business aspects, like mergers and acquisitions, partnerships, product strategy, and user reviews, among others​. It is also capable of generating various business documents, including sector briefings, company due diligence, financial analysis, earnings transcripts and annual reports analysis, investment memos, and market maps​.Wokelo AI utilizes a proprietary cognitive engine that curates a range of data, including analyst reports, internal data, podcasts, product reviews, call transcripts, articles, and news, along with 500+ pre-integrated datasets. It also utilized GPT models by OpenAI and open-source models like LLaMA as of November 2023.Key customers and partnershipsThe primary clientele of Wokelo comprises professionals from private equity firms, investment banks, corporate strategy departments, and venture capital firms. Some of its disclosed customers as of May 2024 included Guggenheim, Sage, Tata, Deloitte, Gratia, and Seven Seven Six.

Wokelo AI

Platforms that help financial market participants collect, manage, and use traditional and alternative data, derive market insights from news, and provide trade signals to make informed decisions.

Platforms that help institutions such as asset managers, investment banks, and hedge funds to develop platforms to trade and operate brokerage services for various financial assets and instruments such as stocks, fixed income securities, derivatives, commodities, and foreign currencies.

Companies that use blockchain technology to share and synchronize data and improve efficiency across the trading workflow and post-trade actions such as clearing and settlement.

Platforms that help companies meet anti-money laundering requirements and provide identity verification tools such as KYC checks.

These platforms provide services such as risk detection, regulatory compliance, risk management, risk intelligence, collateral management, internal processes management, and strengthening of internal controls.

Companies that use GenAI as a core part of their product offering for capital markets

Uses GenAI to automate analysis, optimize portfolios, predict market trends, and enhance risk management

Uses AI/ML to process market data and information to derive valuable and timely insights

Uses blockchain to automate certain workflows between institutions and capital market participants

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

Desia

Sources

About EDGE

Contact Us

Resources

Area of Focus

Technology Research Made Effortless