M&A Advisory Firms
We help clients to be more successful in M&A transactions
Building short lists can be a research intensive process. What if you could build highly targeted and comprehensive short lists for any company and topic with just a few clicks? Our Big Data and AI driven corporate analytics platform does exactly this. And even more: competence cluster and knowledge profile-based target selection, financial information, for both buy- and sell side mandates. Leading M&A advisory firms are using our platform to offer the best service to their clients.
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M&A Advisory Features & Modules
We have been working with leading M&A advisory firms to develop features and functionalities to optimize a number of tasks in the M&A process.
M&A Short-List Generation
With our machine learning based approach, an M&A target list is created by analyzing the buyers’ technological scope by generating a competence cluster based on its intellectual property and mapping this profile with potential matching targets.
Knowledge Graph
Our research driven Big-Data analytics approach allows us to build comprehensive knowledge graphs for companies of any size. From startups to large enterprises. These knowledge graphs represent detailed knowledge profiles and can be used to identify strengths/weaknesses of potential buy- or sell-side targets.
Company Insights
The Quantum Terminal provides corporate information, ESG data, financial and fundamental data, knowledge analytics, competitive analytics, patent and emerging IP data, ecosystem graphs and regulatory filings on more than 700K companies worldwide.
Use Data in Excel & Presentations
We know that displaying information is only one part of the equation. Our customers can also download any information directly into Excel or their presentations and continue there with their individual calculations or embed the generated charts and graphics in their presentations.
The Quantum Terminal brings together corporate data of more than 700,000 companies worldwide, Intellectual Property & patent data, powerful analytics and communication tools – in one integrated solution.
M&A advisors use our terminal to significantly speed up the process of identifying buy and sell side targets. With our machine learning based approach, an M&A target list is created by analyzing the buyer’s technological scope by generating a knowledge graph based on its Intellectual Property and mapping it with potentially matching targets. Furthermore, technological similarities between companies can be identified, both from a corporate and patent perspective. An integrated collaboration functionality allows teams to seamlessly integrate the Quantum Terminal research process into the existing M&A advisory workflow.
IP Indicators and Company-Specific Data
At the heart of the Terminal is the assimilation of both proprietary and external research to create real-time indicators pertaining to IP and intangible assets. These indicators provide a critical framework for our smart beta and trade analyzer applications, in addition to the real-time alerts flagging stock price discrepancies vs. the IPI.
CURRENT IMPACT INDEX (CII)
Measuring technological impact by capturing forward citations of AI-IP relative to industry peers.
HARVARD ABILITY INDEX
Measuring past R&D performance as a predictor of successfully converting R&D expenses into sales revenues.
IP TO MARKET VALUE INDICATOR (IPI)
LSTM recurrent neural network models to predict fair market value based on IP and fundamentals.
INNOVATIVE EFFICIENCY INDEX
Measuring R&D to IP generation efficacy: Patents/citations scaled by R&D expenditure a positive predictor of future returns.
OECD PATENT QUALITY COMPOSITE INDEX
Measuring IP strength by number of forward citations and other quality criteria.
PEER METRICS
Measuring corporate IP strength relative to its sector, industry and peers.
Trusted Data. Efficient Delivery
Our server-cluster infrastructure is located in Frankfurt Europe, New York USA, London UK and Singapore. We have industry-leading expertise in delivering physical and logistical security and data protection and provide real-time security infrastructure and network monitoring.
USE CASE EXAMPLE
Identify Buy and Sell Side Targets Based on IP Data and Artificial Intelligence
Traditionally, when Company X wants to expand in a particular technology area and wants to prepare a list of potential acquisition candidates, questions around how to identify targets or how to rank them arise. With our machine learning based approach, an M&A target list is created by analysing the buyers’ technological scope by generating a competence cluster based on its intellectual property. Support vector machines are analysing all patent filings and understand what areas the acquirer owns technologies in. For each area, the machine maps every patent of the acquirer with every patent of the potential targets and provides an overview of its relatedness and closeness.
Potential Acquisition Targets, Based on the Technological Closeness and Relatedness.
USE CASE EXAMPLE
Uncover Competitor, Tech & Market Trends
The Quantum Terminal helps track markets, competitors and technologies by identifying where IP sits within an overall landscape. The platform shows who the actors are in a new, adjacent and emerging space. And it helps to map hotspots and whitespace so you can source inspiration from the closest solutions to the idea you wish to pursue. This is the level of intelligence needed to stay one step ahead.
Geographical Distribution of Selected Technology Based on Strength
Comparative Peer-Knowledge Graphs down to a topic level
Peer Group Comparison of the Developement of Selected Technology Over Time
Identifying competitors by mapping IP competences and screening inbound references
USE CASE EXAMPLE
Identify True Technology Leaders
Who are the strongest players in drone technologies? Who is leading hydraulic fracturing? Where are the top Artificial Intelligence companies? Answers to these questions can be retrieved in seconds – based on more than 112 Million patent records, matched with 700,000 private and public companies. This allows expert investors and advisors to get the clearest view of a company’s innovation cycle and compare it against peers.
The top 25 companies owning “drone” technology, ranked by the weigthed strength of the IP.
Access more than 110MM+ full-text patent filings in the terminal
Expertise Makes The Difference.