Pharmaceutical drug discovery and development suffers from declining success rates with new molecules and the rate of return shrinking from 16% in 2011 to almost 11% in 2018. Frost & Sullivan research indicates that traditional solutions that have focused primarily on data from limited sources and rule-based computational techniques to address the understanding around targets and leads are inefficient. The increasing volume and veracity of clinical and research data compels traditional providers to leverage converging technologies such as artificial intelligence (AI), machine learning, natural language processing, and advanced analytics to shift from static to dynamic and adaptive data management practices. The ecosystem for supporting this growth has matured: several technology start-ups and large commercial vendors have already started delivering the impact through their products and solutions catering to drug discovery. While the benefits over the next 2 to 3 years are expected to be achieved through improved drug pipelines and faster clinical approval of new molecules, beyond that companies that integrate AI solutions will see significant impact on efficiency, cost savings and commercial success depending on their business goals.
Frost & Sullivan analysis shows that the AI impact over the pharma value chain can more than double what is achievable using traditional analytics and capture between 2% and 3% of the industry revenue, amounting to more than $50 billion in potential annual impact. This Frost Radar™ recognizes the participants that are at the forefront of developing and employing the tools. This is an industry-first benchmarking study that provides an introduction to the ecosystem and recognizes the pioneering companies.
The Frost Radar reveals the market positioning of companies in an industry using their Growth and Innovation scores as highlighted in the Frost Radar methodology. The document presents competitive profiles on each of the companies in the Frost Radar based on their strengths, opportunities, and a small discussion on their positioning. Frost & Sullivan analyzes hundreds of companies in the industry and benchmarks them across 10 criteria on the Frost Radar, where the leading companies in the industry are then positioned. Industry leaders on both the Growth and Innovation indices are recognized as best practice recipients.
Author: Amol Dilip Jadhav
Strategic Imperative
Strategic Imperative (continued)
AI for Drug Discovery Market Segmentation
Growth Environment
Growth Environment (continued)
Frost Radar™
Frost Radar™
Frost Radar™
Frost Radar™
ACURASTEM, INC.
ACURASTEM, INC. (continued)
AI THERAPEUTICS
AI THERAPEUTICS (continued)
ATOMWISE
ATOMWISE (continued)
BenevolentAI
BenevolentAI (continued)
BERG
BERG (continued)
BIOVISTA INC.
BIOVISTA INC. (continued)
COTINGA PHARMACEUTICALS INC.
COTINGA PHARMACEUTICALS INC. (continued)
EVAXION BIOTECH
EVAXION BIOTECH (continued)
EXSCIENTIA LTD.
EXSCIENTIA LTD. (continued)
GRITSTONE ONCOLOGY, INC.
GRITSTONE ONCOLOGY, INC. (continued)
HEALX
HEALX (continued)
INSILICO MEDICINE
INSILICO MEDICINE (continued)
LANTERN PHARMA, INC.
LANTERN PHARMA, INC. (continued)
PHARNEXT
PHARNEXT (continued)
RECURSION PHARMACEUTICALS
RECURSION PHARMACEUTICALS (continued)
twoXAR
twoXAR (continued)
Strategic Insights
SIGNIFICANCE OF BEING ON THE FROST Radar™
FROST Radar™ EMPOWERS THE CEO’S GROWTH TEAM
FROST Radar™ EMPOWERS INVESTORS
FROST Radar™ EMPOWERS CUSTOMERS
FROST Radar™ EMPOWERS THE BOARD OF DIRECTORS
FROST Radar™: BENCHMARKING FUTURE GROWTH POTENTIAL
FROST Radar™: BENCHMARKING FUTURE GROWTH POTENTIAL
FROST Radar™: BENCHMARKING FUTURE GROWTH POTENTIAL
Legal Disclaimer
Frost Radar™: Benchmarking Future Growth Potential 2 Major Indices, 10 Analytical Ingredients, 1 Platform
Growth Index
Growth Index (GI) is a measure of a company’s growth performance and track record, along with its ability to develop and execute a fully aligned growth strategy and vision; a robust growth pipeline system; and effective market, competitor, and end-user focused sales and marketing strategies.
- Market Share (previous 3 years)
This is a comparison of a company’s market share relative to its competitors in a given market space for the previous 3 years. - Revenue Growth (previous 3 years)
This is a look at a company’s revenue growth rate for the previous 3 years in the market/industry/category that forms the context for the given Frost Radar™. - Growth Pipeline
This is an evaluation of the strength and leverage of a company’s growth pipeline system to continuously capture, analyze, and prioritize its universe of growth opportunities. - Vision and Strategy
This is an assessment of how well a company’s growth strategy is aligned with its vision. Are the investments that a company is making in new products and markets consistent with the stated vision? - Sales and Marketing
This is a measure of the effectiveness of a company’s sales and marketing efforts in helping it drive demand and achieve its growth objectives.
Innovation Index
Innovation Index (II) is a measure of a company’s ability to develop products/ services/ solutions (with a clear understanding of disruptive Mega Trends) that are globally applicable, are able to evolve and expand to serve multiple markets and are aligned to customers’ changing needs.
- INNOVATION SCALABILITY
This determines whether an organization’s innovations are globally scalable and applicable in both developing and mature markets, and also in adjacent and non-adjacent industry verticals. - RESEARCH AND DEVELOPMENT
This is a measure of the efficacy of a company’s R&D strategy, as determined by the size of its R&D investment and how it feeds the innovation pipeline. - PRODUCT PORTFOLIO
This is a measure of a company’s product portfolio, focusing on the relative contribution of new products to its annual revenue. - MEGATRENDS LEVERAGE
This is an assessment of a company’s proactive leverage of evolving, long-term opportunities and new business models, as the foundation of its innovation pipeline. - CUSTOMER ALIGNMENT
This evaluates the applicability of a company’s products/services/solutions to current and potential customers, as well as how its innovation strategy is influenced by evolving customer needs.
Significance of Being on the Frost Radar™
Companies plotted on the Frost RadarTM are the leaders in the industry for growth, innovation, or both. They are instrumental in advancing the industry into the future.
- GROWTH POTENTIAL
Your organization has significant future growth potential, which makes it a Company to Action. - BEST PRACTICES
Your organization is well positioned to shape Growth Pipeline™ best practices in your industry. - COMPETITIVE INTENSITY
Your organization is one of the key drivers of competitive intensity in the growth environment. - CUSTOMER VALUE
Your organization has demonstrated the ability to significantly enhance its customer value proposition. - PARTNER POTENTIAL
Your organization is top of mind for customers, investors, value chain partners, and future talent as a significant value provider.
Speak directly with our analytics experts for tailored recommendations.
Purchase includes:
- Report download
- Growth Dialog™ with our experts
Growth Dialog™
A tailored session with you where we identify the:- Strategic Imperatives
- Growth Opportunities
- Best Practices
- Companies to Action
Impacting your company's future growth potential.
| Deliverable Type | Frost Radar |
|---|---|
| No Index | No |
| Podcast | No |
| Author | Amol Dilip Jadhav |
| Industries | Healthcare |
| WIP Number | K409-01-00-00-00 |
| Is Prebook | No |
| GPS Codes | 9564-B1,9575-B1,9600-B1,9612-B1,9562-B1,9571-B1,9573-B1,99BC-B1,99C1-B1,99C6-B1,9568-B1,9611-B1,9627-B1 |
FROST RADAR™: Artificial Intelligence for Drug Discovery in the Pharmaceutical Industry, 2020
Benchmarking Future Growth Potential
05-May-2020
North America
Frost Radar
