Trimming out-of-pocket R&D costs€部分课件】Ali_Hussein_1st... · Trimming out-of-pocket R&D...
Transcript of Trimming out-of-pocket R&D costs€部分课件】Ali_Hussein_1st... · Trimming out-of-pocket R&D...
Trimming out-of-pocket R&D costsDemocratizing Chemical Big Data Analysis
Ali Hussein Ph.D.PatSnap
Chemical R&D productivity needs improving.
The big squeeze
Existing
substance?
Protected?
Medical?
Competitors commercialising?
New or old area of chemistry?
Can humans take it? Is it a pill? Is it
inhaled?
What are its medical properties?
Is it toxic to the environment?
Does it smell?
Does it have a taste?
Natural Sources for Organic Marker?
Cosmetic?Material?
$2.6 billionEstimated cost of getting prescription
drugs to market.
1414 drug candidates fail clinical trials for
every 1 successful drug.
Global drug-pricing concerns leading to
tougher price controls.
65%R&D productivity has declined 65%
over the past three decades.
Scientists have questions
Existing
substance?
Protected?
Medical?
Competitors commercialising?
New or old area of chemistry?
Can humans take it? Is it a pill? Is it
inhaled?
What are its medical properties?
Is it toxic to the environment?
Does it smell?
Does it have a taste?
Natural Sources for Organic Marker?
Cosmetic?Material?
You have hundreds of scientists in your teams.
They could be working on any project, but need answers.
Maybe they needs insights into chemicals targeting protein,
including activities, toxicities, and methods.
Scientists need answers
Existing
substance?
Protected?
Medical?
Competitors commercialising?
New or old area of chemistry?
Can humans take it? Is it a pill? Is it
inhaled?
What are its medical properties?
Is it toxic to the environment?
Does it smell?
Does it have a taste?
Natural Sources for Organic Marker?
Cosmetic?Material?
??
?
??
?
?
??
?
??
?
?
They bring in the in-house data science team to reveal insights.
Answers from big data projects
Existing
substance?
Protected?
Can humans take it? Is it a pill? Is it
inhaled?
What are its medical properties?
■ Stage 1: Understanding the idea or question to be answered.
Stage 1.1 Fill in Data Project Application
Stage 1.2 Project Scoping Meeting
Stage 1.3 Post-researching Project Confirmation Meeting
■ Stage 2: Data Acquisition
■ Stage 3: Data Cleaning and Processing
■ Stage 4: Data Linking together with connections
■ Stage 5: Build Visualisations
They bring in the in-house data science team to reveal insights.
Answers from big data projects
Existing
substance?
Can humans take it? Is it a pill? Is it
inhaled?
Medical?
Competitors commercialising?
New or old area of chemistry?
Does it smell?
Does it have a taste?
Natural Sources for Organic Marker?
Cosmetic?Material? Data Visualisations
Data Link UpData CleaningData Acquiring
Project Sync Up
1. The process takes 6 months!
Apprx. 6 months
They bring in the in-house data science team to reveal insights.
Answers from big data projects
Existing
substance?
Can humans take it? Is it a pill? Is it
inhaled?
Medical?Cosmetic?
2. The process carries considerable out-of-pocket costs.• $113,436 average salary of a trained data scientist. 5
• $700K is spent on processing every 3TB of information. 6
• All the while, the R&D project remains stalled and stagnant.
They bring in the in-house data science team to reveal insights.
Answers from big data projects
Existing
substance?
Can humans take it? Is it a pill? Is it
inhaled?
Medical?Cosmetic?
3. Demand for Data scientists exceeds supply• 50% greater demand for Data scientists
than there are available. 7
• Not just competing with chemical
companies for this resource, but also
Google, Apple and Microsoft.
More questions than answers
Project Strategy
Substance Screening
Substance Optimization
Substance Commercialization
IPStrategy
Data Analyst Team
Clinical TrialsPre-clinical DevelopmentProject Scoping
Project Scoping
Target identification Substance Optimization
Substance screening Substance commercialization
Incomplete Solution: Delegate
Project Strategy
Substance Screening
Substance Optimization
Substance Commercialization
IPStrategy
Data Analyst Team
Clinical TrialsPre-clinical DevelopmentProject Scoping
Project Scoping
Target identification Substance Optimization
Substance screening Substance commercialization
Scalable Solution: Democratize
Project Strategy
Substance Screening
Substance Optimization
Substance Commercialization
IPStrategy
Data Analyst Team
Clinical TrialsPre-clinical DevelopmentProject Scoping
Project Strategy
Target identification Substance Optimization
Substance screening Substance commercialization
Democratizing chemical big data to find answers effectively and efficiently.
What democratization requires
Glean insights on your proprietary chemicals
Analyze information on molecular functions, competitive trends
and adjacent technologies of neighbouring structures.
Evaluate project feasibility intuitively across multiple data points
Patents, Reg. Approvals, Clinical Trials, Toxicity Measures and more.
Holistic visualization of surrounding competitive chemistry
Be strategic with targeted analysis on the markets, technologies,
companies, time spans, clinical trials, and approvals surrounding your
proprietary chemical’s landscape.
Getting from idea-to-development-to-product quicker leads to:
• Higher revenues with every month of extra product sales
• Reduced costs of every more month of R&D and clinical trials
• Derisked chances of losing IP rights by first-to-file
• Introduce more world-changing materials, medical cures and
innovative products.
What democratization provides
Clinical TrialsPre-clinical DevelopmentProject ScopingMarket
Clinical TrialsPre-clinical DevelopmentProject ScopingMarket
Extra market presence