pharmaceutical industry - business perspectives for it teams
TRANSCRIPT
PHARMACEUTICAL INDUSTRY Business Perspectives for IT
Teams
- Satheesh Kadiam
ABOUT AUTHOR
The author of this document has extensive experience working on enterprise IT forpharmaceutical industry.
This document draws heavily from the author’s experience, observations and reading.
Readers are invited to connect to the author on Linkedin by clicking on the below link:
The link is also on footer of all pages.
PHARMA CHALLENGES – IT CAN HELP
Pharma faces huge challenges.
IT can help.
To do that, IT teams need to understand pharma industry.
That is where this document comes in.
SCOPE
This document provides overview of pharmaceutical industry. It covers drugdevelopment, manufacturing, distribution, sales, procurement, supply chains andcompliance. It also discusses several characteristics of pharmaceutical industry that setit apart from other industries.
Since this is an overview document, advanced topics such as the below are out ofscope. Separate documents can be written if enough people are interested in thesetopics: Global pricing strategies of drugs
Challenges of patent cliffs and legal strategies to extend patent life
Impact of macroeconomic events such as Brexit on pharmaceutical industry
Recent legislation on drug safety in pharmaceutical supply chains and imperatives for IT
How technology such as big data analytics, RFID, IoT etc. can help pharma
And so on…
DISCLAIMER
This document is authored by an IT expert, not a drug production and distribution expert.
This document is for information of IT teams only. The author does not warrant that it is error-free and MAKES NO WARRANTIES, EXPRESS OR IMPLIED, OR OFMERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE, regardless of what is mentioned elsewhere in this document.
PURPOSE OF PHARMACEUTICAL INDUSTRY
The pharmaceutical industry discovers, develops, produces, and markets drugs orpharmaceuticals for use as medications.
A drug is used to diagnose, cure, treat, or prevent disease.
HIGHLY REGULATED INDUSTRY
Pharma industry is highly regulated by regulatory agencies of governments
E.g.: FDA is regulatory agency in USA
Regulations are required to ensure safety and efficacy of drugs.
All drugs have to be approved by regulatory agencies.
Regulations also apply to all aspects that affect safety and efficacy of drugs
E.g.: production, procurement, quality control, distribution, IT systems, packaging,
tracking and tracing etc.
DRUG DEVELOPMENT
TOPICS
TARGET DISCOVERY
DRUG DISCOVERY AND DEVELOPMENT
PRECLINICAL TRIALS
IND PROCESS
CLINICAL TRIALS
GO TO MARKET
POST MARKET SAFETY MONITORING
DRUG DEVELOPMENT: TARGET DISCOVERY
Identify target for drugs such as
• Proteins in human body
• Proteins in body of disease-causing microorganisms
Confirm role of the target in disease
DRUG DEVELOPMENT: DISCOVERY AND DEVELOPMENT
Discovery:
• High throughput screening, computer based design to find molecular compounds that bind to target
• If the compound interacts with target in a way that may cure disease, it is called a ‘hit’
Development (Conduct experiments to understand):
• Absorption, distribution, metabolism and excretion of drug
• Benefits and mechanisms of action
• Best dosage and way to administer drug
• Toxicity
• Efficacy when compared to other drugs
• Interaction with other drugs
DRUG DEVELOPMENT: PRECLINICAL TRIALS
Preclinical trials in animals to determine
• Dosage
• Toxicity
• Whether it is safe to conduct clinical trials on human subjects
Treat animals ethically.
3Rs - Refine, Reduce and Replace animals where possible.
DRUG DEVELOPMENT: INVESTIGATIONAL NEW DRUG PROCESS
Next stage is to conduct clinical trials on human subjects. But before that, the drugdeveloper/sponsor must obtain approval from regulator to go ahead.
Drug developer/sponsor submits an Investigational New Drug (IND) application toregulators including below information:
• Animal study data and toxicity
• Clinical trial plans
• Information about investigator
IND submission will be reviewed by regulator.
If regulator is satisfied that there will be no unreasonable and significant risks tohuman subjects in clinical trials, it will give approval to start clinical trials.
DRUG DEVELOPMENT: CLINICAL TRIALS
Clinical Trials – Phase 1• 20 to 100 healthy human subjects
• Several months
• To collect safety and dosage information
Clinical Trials – Phase 2 Several hundred human subjects with disease
Several months to two years
To collect efficacy and side effects information
Clinical Trials – Phase 3 300 to 3000 human subjects with disease
1 to 4 years
To collect efficacy information and monitor adverse reactions information
DRUG DEVELOPMENT: GO TO MARKET
Company files application with regulator for approval to market drug
It is called NDA (New Drug Application). It includes
• Data from all trials - Preclinical to Clinical Trial Phase 3
• Studies, data, analysis, results
• Proposed labelling
• Safety updates
• Drug abuse information
• Directions for use etc.
Regulator gives approval to go to market if it is satisfied with safety and efficacy of the drug.
DRUG DEVELOPMENT: POST-MARKET SAFETY MONITORING
True picture of a product’s safety actually evolves over time in market.
Regulator reviews reports of problems with drugs and
adds cautions to the dosage or usage information
Takes other measures for more serious issues
In some cases, regulator might require Clinical Trails Phase 4 to be conducted during the Post-Market Safety Monitoring
INTRODUCTION… CONTINUED
TOPICS
PATENTS
BRANDED DRUGS AND GENERICS
R&D AND PATENTS – IMPLICATIONS
MAJOR PLAYERS IN PHARMA INDUSTRY
PATENTS IN PHARMA
Patent:
A government authority or license conferring a right or title for a set period, especiallythe sole right to exclude others from making, using, or selling an invention.
Please note:
Patent holder of a drug has exclusive right to manufacture and sell it
Patent is valid for a limited time
Patent validity time typically lasts 20 years from the date of filing
BRANDED DRUGS AND GENERICS
Branded drug: A drug that is marketed under brand name of the pharma companythat developed it
Generics
After patent expires even the companies that didn’t invent the drug are permitted to make and sell it.These drugs are called generics
Generics are low cost
Branded drugs rapidly lose market once generics come to market
Some generics also use their own brand names
R&D AND PATENTS – IMPLICATIONS
R&D is risky, costly and time taking
• Out of 10,000 molecules that are ‘hits’ during drug discovery, only about 1 reaches market as drug
• It can take up to a couple of billions of US dollars to develop a drug
• It takes about 12 years to develop a drug
Implications of patents
Patent rights enable companies to charge high enough prices to recover high R&D costs
Patents are valid for a limited time - 20 years
Since R&D takes 12 years, effective life of patent is rendered much smaller
MAJOR PLAYERS IN PHARMA INDUSTRY
Large R&D based multinational companies
Large generic manufacturers
Local manufacturers in individual countries under
license or contract
Contract manufacturers
Drug discovery and biotechnology companies
Wholesalers
Retailers Major retail chains
Hospitals
Online or mail order
PHARMACEUTICAL MANUFACTURING
TOPICS
DRUG MANUFACTURING OVERVIEW
MANUFACTURING BIO CHEMICAL API
MANUFACTURING CHEMICAL API
MANUFACTURING BULK
PACKAGING
GOOD MANUFACTURING PRACTICES
WHAT MATERIALS GO INTO MAKING DRUGS
API Starting Material: Raw material, intermediate, or an API that is used in the production of anAPI
API (Active Pharmaceutical Ingredient): Material that gives a drug its medicinal properties
Excipients: Inactive ingredients added to drug to give it properties such as: better taste, slowdissolution, physical bulk etc.
Bulk: unpackaged drug such as tablets, capsules etc.
Packaging materials
Finished Packs: the labeled, packaged, final product
The terminology for these materials can be confusing. E.g.: 'API' is also called ‘Bulk Drug Substance'.
'Bulk' is also called ‘Formulated Drug Product'.
DRUG MANUFACTURING PROCESS - OVERVIEW
SECONDARY
MANUFACTURING
API
starting
materia
ls
Excipie
nts
Packa
ging
materi
als
Finished
Pack
PRIMARY
MANUFACTURINGPACKAGING
BulkAPI
DRUG MANUFACTURING PROCESS - OVERVIEW
API is a chemical that can be obtained by chemical or bio chemical synthesis
Bulk is obtained typically by mixing API with excipients and pressing the resultingmixture into tablet form
Packaging is typically blister packaging of tablets. Packaging includes labelling andmay include repackaging
Processes of API manufacturing, bulk manufacturing and packaging are entirelydifferent. This is one of the reasons why they are typically carried out in separateplants
Any part of manufacturing can be outsourced to contract organizations. Rawmaterials or semi-finished goods at any stage of manufacturing can be purchased.For example, no company manufactures all API it needs and procures the same fromoutside vendors.
MANUFACTURING BIO CHEMICAL API
TOPICS
FERMENTATION
HARVESTING
RECOVERY
PURIFICATION
API MANUFACTURING: BIOCHEMICAL
Cells such as Bacteria, fungi or specific cells from mammals, plants or insects canmake chemicals.
These biologically obtained chemicals, or bio chemicals form API
Bio chemicals are produced by cells using the following mechanisms:
Bio chemicals produced by cells naturally
Bio chemicals produced by genetically modified cells
Bio chemicals in metabolic waste product of cells
BIOCHEMICAL API MANUFACTURING PROCESS
Fig: Biochemical API manufacturing process – biochemical synthesis
Cells multiply and produce bio chemicals during fermentation.
The bio chemicals are separated and purified during harvesting, recovery and purification.
FERMENTATION HARVESTING RECOVERY PURIFICATION
BIOCHEMICAL API: FERMENTATION IN BIO REACTOR EXPLAINED
Fermentation of cells happens in equipment called bio reactor or fermenter
Bio reactor needs cells, nutritious growth medium for cells to multiply
Bio reactor may need additional ingredients to aid cell growth
Bio Reactor has
Ports for pumping/adding ingredients
Ports for drawing samples for process control
Sensors and meters for temperature, pressure etc.
Ports for Pumping out output product
BIOCHEMICAL API: FERMENTATION PROCESS
BIO REACTOR PROCESS
- Mix ingredients evenly
- Cells grow and multiply
CELLS MULTIPLY IN
GROWTH MEDIUM IN
SHAKER FLASK
CELLS MULTIPLY IN
GROWTH MEDIUM IN
BIGGER CONTAINER
SET UP:
CLEANING AND SANITIZING EQUIPMENT
STERILIZING EQUIPMENT
PROCESS CONTROL SOFTWARE LOADED AND VERIFIED
CHECK ALL VALVES, CAPS, LINES
TIGHTEN HOSES AND CHECK FOR LEAKS
ADD
COMPONENTS TO
BIO REACTOR
- Pump cells from
container
- Pump growth
media
- Add stabilizers,
antibiotics,
antifoaming
agents etc.
BIO REACTOR
PROCESS
MONITORING
- Meters for
measuring
glucose, ph.,
pressure,
temperature
- Periodic
samples for
process control
OUTPUT OF FERMENTATION:
Broth is pumped into broth tank
BIOCHEMICAL API: SEPARATION/RECOVERY EXPLAINED
Equipment used:
Centrifuge: It uses centrifugal action to separate mixture of solid and liquid
Homogenizer: this contains orifices smaller than cells. when cells pass through these orifices under highpressure, body of cells are ruptured
Micro filter: filter very tiny remaining solids from liquid
Materials
Broth from fermentation contains cells which are solids and spent medium which is liquid
Bio chemical is contained in body of the cell in example process described here.
BIOCHEMICAL API: SEPARATION/RECOVERY: PROCESS
SET UP:
Area cleaned and disinfected
Equipment sanitized
Any updates to process control software verified
BROTH TANK
BROUGHT TO
RECOVERY AREA.
BROTH PUMPED INTO
CENTRIFUGE
CENTRIFUGE
EXTRACTS CELL PASTE
WHICH IS SOLID AND
DISCARDS SPENT
MEDIUM WHICH IS
LIQUID
CELL PASTE IS
WASHED WITH
WATER. CENTRIFUGE
EXTRACTS CELL PASTE
FROM WATER
CELL IS DISRUPTED
USING
HOMOGENIZER
RESULT IS MIXTURE OF
SOLID CELL DEBRIS
AND LIQUID CELL
CONTENTS (LYSATE)
CENTRIFUGE
EXTRACTS LYSATE
REMAINING CELL
DEBRIS IS FILTERED
OUT USING MICRO
FILTER
RESULT IS CLARIFIED
LYSATE.
IT IS COLLECTED INTO A
TRANSFER VESSEL. THAT IS
TAKEN FOR FURTHER
PURIFICATION
BIOCHEMICAL API: PURIFICATION EXPLAINED
Column chromatography equipment, typically housed on mobile skid, has thefollowing:
Supply hose to feed clarified lysate to the column
Pre-filter to remove remaining particles
Column with beads for purification by
Size exclusion, ion-exchange chromatography, Hydrophobic interaction chromatography
Auto-switching valves for directing processed solution (waste/product)
Pumps to move clarified lysate through the process
Tangential flow filter with horizontal ultra-filtration membrane
Flow across the filter separates solution into permeate and retentate
BIOCHEMICAL API: PURIFICATION PROCESS
Set up
Clean, disinfect, organize purification area.
Remove any unnecessary equipment or materials
Clean, sanitize and setup equipment as per SOP.
Gather materials
TRANSFER TANK
BROUGHT TO
PURIFICATION AREA.
CLARIFIED LYSATE
PUMPED INTO
CHROMATOGRAPHY
EQUIPMENT
CLARIFIED LYSATE
PASSES THROUGH
PREFILTER
PURIFICATION BY
COLUMN
CHROMATOGRAPHY.
(BUFFER SOLUTION
ADDED AS REQUIRED.)
RESULTING ELUATE
PUMPED INTO TFF
FILTER
MATERIALS ADDED TO
ELUATE TO AID
FILTERING – E.G.-
SALTS, BUFFER
SOLUTION ETC.
FINAL FILTRATION
RESULT IS BIOCHEMICAL
API.
API IS PACKED INTO
BOTTLES
OR
FREEZE DRIED AND PACKED
INTO BAGS
MANUFACTURING CHEMICAL API
TOPICS
CHEMICAL REACTIONS
PURIFICATION
CHEMICAL API MANUFACTURING PROCESS
Fig: Chemical API manufacturing process – chemical synthesis
Series of chemical reactions are carried out on organic/inorganic chemicals
The result of reactions is purified using techniques such as extraction, filtration,crystallization
The above diagram is highly simplified. The series of chemical reactions is typically amulti-step process
CHEMICAL
REACTIONSPURIFICATION
CHEMICAL API: CHEMICAL REACTIONS IN REACTOR
Chemical reactions happen under controlled temperature and pressure in chemicalreactor
API starting materials such as reactants and catalysts required to make API, are inputto reactor.
Chemical reactor is reinforced pressure vessel with stainless steel, glass or metalalloy linings
Chemical reactor has Inlet valves
Outlet valves
Agitator for mixing
Sensors and meters
CHEMICAL API: PURIFICATION
Filtration
Decantation
Centrifuge may be used to remove solids from solutions
MANUFACTURING BULK
TOPICS
GRANULATION
TABLETING
COATING
BULK MANUFACTURING: ALSO KNOWN AS FORMULATION
Most common form of bulk is tablet. Others are syrup, injectable, orally disintegratingstrip etc.
Bulk is made using API and excipients.
Tablets are made by
Granulation of API and excipient mix.
Tableting
BULK: MANUFACTURING OF TABLETS
FIG: bulk: manufacturing of tablets
GRANULATION TABLETING COATING
BULK: MANUFACTURING OF TABLETS
The API and excipients must mix well into a powder
API and excipients mix must be granulized
Most common form of granulation is wet granulation
Tablet press compresses the granulized mix into tablets and ejects them
BULK: WET GRANULATION
The machine used to blend powders and add liquid is called granulator
The API and excipients weighed and blended together.
Liquid binding solution is added to blend while tumbling. This makes blended materials bind together
Then liquid is removed by drying the blend
Milling is done in Miller machine to enhance drying
Final blending is done in blender.
BULK: WET GRANULATION
Fig: Unit operations in granulation
PREBLENDING
LIQUID
BINDER
ADDITION
DRYING MILLINGFINAL
BLENDING
BULK: TABLETING
Tableting is performed in tablet press
Granules flow into molds that are in the shape of tablets
They are compressed into tablets and ejected from the tablet press
COMPRESSION EJECTION
BULK: COATING
FIG: COATING
Coating is performed in coating system.
LOAD TABLETSTUMBLE TABLETS
IN WARM AIRSPRAY COATING
COLLECT DUST
IN COLLECTION
BIN
MANUFACTURING - PACKAGING
PHARMACEUTICAL PACKAGING
Two types of packaging
Primary packaging
Secondary packaging
Characteristics of packaging
Protect tablets
Take care - Packaging materials should not react with tablets
Highly regulated - Mention approved usages, serial numbers, proper dosage, instructions, warnings,expiry date etc.
PACKAGING: BLISTER PACKAGING
Fig: Blister Packaging of Tablets: (see fig from right to left)
PACKAGING: BLISTER PACKAGING
Blisters are formed on a sheet of forming web, using heat
Tablets are loaded into blisters
Lidding sheet is sealed on top
Blister packs are cut off
GOOD MANUFACTURING PRACTICES
GMP: GOOD MANUFACTURING PRACTICES
Basically the government regulatory agency should be convinced that themanufacturing process guarantees safety and efficacy of drugs.
A GMP is a system for ensuring that products are consistently produced andcontrolled according to quality standards.
GMP: GOOD MANUFACTURING PRACTICES
GMP covers all aspects of production:
Starting materials
Premises and equipment
Training
Personal hygiene of staff
GMP works by:
Detailed, written procedures for each process that could affect the quality of the finished product.
Systems to provide documented proof that correct procedures are consistently followed
at each step in the manufacturing process
every time a product is made
PHARMACEUTICAL DISTRIBUTION
TOPICS
LOCATIONS
LOW COST LOCATIONS
CMOs AND OTHER VENDORS
3PL
PHARMACEUTICAL DISTRIBUTION: LOCATIONS
The locations between which goods physically flow are selected based on factorssuch as proximity to end sales market, labor cost, taxation etc.
Domestic outsourcing, nearshoring or offshoring are possible.
A company may buy from its own subsidiary for optimizing taxes.
Generally financial flows and stock flows are maintained same.
PHARMACEUTICAL DISTRIBUTION: LOCATIONS
Most of world’s API sourced mostly from India and China
Packaging or repackaging is typically done in location near the end sales market
PHARMACEUTICAL DISTRIBUTION : LOCATIONS
Contract manufacturing is common in pharma. Contract Manufacturing Organizations(CMOs) can make API or Bulk or Packaging or Repackaging for Big Pharmacompanies
Contract manufacturing can be done by third parties in same country, nearshore or inlow cost locations such as China. Total costs such as taxation, transportation, regulatory and supply risk and supply disruptions have to
be considered
Manufacturing locations of all contract manufacturers should be approved byregulators
Likewise, all other vendors should be approved by regulators
Marketing authorization holder is responsible for any quality lapses of vendorsincluding contract manufacturers
PHARMACEUTICAL DISTRIBUTION : 3PL
Pharma companies may utilize services of 3PL for
Transporting
Freight Forwarding
Storing stock in 3PL owned DCs
Managing company’s own distribution centers
DRUG SAFETY IN PHARMACEUTICAL SUPPLY CHAIN
DRUG SAFETY IN SUPPLY CHAIN
Counterfeits can enter supply chain in following ways:
Adulteration
API or excipients Reduced, substituted or omitted
Drugs not manufactured as per GMP
Drugs manufactured at unapproved plants
Genuine products with altered labels
The problem is compounded with packaging and printing technologies that can makepacks and labels nearly identical to original.
DRUG SAFETY IN SUPPLY CHAIN
Motives for threats to integrity of supply chain:
Monetary gain – profit from selling counterfeits
Terrorism – use profits from selling counterfeits to fund terror activities
Theft – steal regulated drugs and divert them for substance abuse
DRUG SAFETY IN SUPPLY CHAIN
Some recent trends to ensure safe drug distribution:
Serialization
Authentication
Chain of custody software solutions
RFID tags: To identify genuine products and spot counterfeits
PHARMACEUTICAL SALES AND MARKETING
HOW PHARMA COMPANIES INFLUENCE SALES
HOW PAYERS INFLUENCE SALES
HOW PROVIDERS INFLUENCE SALES
PHARMACEUTICAL SALES AND MARKETING
Pharma companies influence demand by
Detailing by pharma sales reps
Meaning promotion by sales reps in offices of doctors, and hospitals
Detailing is regulated
Managed care
Direct-To-Consumer campaigns
Advertising in medical journals
PHARMACEUTICAL SALES AND MARKETING
Pharmaceutical companies provide the below to healthcare providers
•Pharmaceutical marketing information
• Educate healthcare providers about new drugs, risks and benefits
• Reliable, valuable information
•Samples
• To help begin treatment sooner
• To help find right medicine
•Gifts to healthcare providers
• Care taken to ensure that gifts do not, and do not appear to, induce healthcare providers
• Legal requirements and ethical standards
PHARMACEUTICAL SALES AND MARKETING
Actions of payers also influence demand:
Examples of payers: insurance companies, Pharma Benefit Managers (PBMs)
Typical actions of payers that influence demand:
•Counterdetailing: Involves advising doctors of cheaper alternative• Generics
• Therapeutic alternatives
•Sending letters to doctors
•Giving financial incentives to doctors to prescribe cheaper drugs
•Formulary design and utilization management
PHARMACEUTICAL SALES AND MARKETING
The below factors influence the drug prescribing decisions of doctors:
• Doctor’s knowledge and experience
• Patient’s unique situation
• Information from medical journals
• Inputs from colleagues and peers
• Patient’s financial situation
• Actions taken by pharma companies and payers, as discussed earlier
• and so on
PHARMACEUTICAL SALES AND MARKETING
Uncertainty of demands caused by:
Risk in pipeline drugs
Competition for patented drugs
Patent cliffs
Uncertainty in patent life extension strategies
Pricing pressures
PHARMACEUTICAL SALES AND MARKETING
Demand sensing challenges
Point of Sale data is not readily available
Purchased data from 3rd parties on filled prescription has a time lag of at least two weeks
PHARMACEUTICAL SALES AND MARKETING
Diversification of distribution channels increasing complexity of demand forecasting
Wholesalers, mail order, chain warehouses, stores, secondary wholesalers, specialty wholesalers,hospitals and clinics – all providing demand data with varying degrees of completeness, timeliness andaccuracy
Consolidation of customer base decreasing complexity of demand forecasting
3 largest wholesalers account for 90% of US pharma distribution
FACTORS INFLUENCING PHARMA INDUSTRY
FACTORS INFLUENCING PHARMA INDUSTRY
R&D challenges on the rise
Huge drug discovery costs
Really long lead time in drug discovery and development
Declining R&D productivity
Product lifecycle is long. However
Effective patent life is short
Competition-free patent life is even shorter
Onslaught of cheap generics
Therapeutic alternatives
FACTORS INFLUENCING PHARMA INDUSTRY
While regulation is really important to ensure drug safety and efficacy, it also throwsa host of challenges for pharma industry:
It slows down decision making
It introduces compliance risk into supply chains
Marketing Authorization Holder is responsible for noncompliance by suppliers
Getting dreaded warning letters from FDA seriously jeopardizes not only share prices, but also supply chains
Regulatory agencies have powers to close down entire plant if found non-compliant
It makes standardized operations, documentation and auditing really important
Innovation in manufacturing is fraught with regulatory risk and in many cases need regulatoryapproval
It adds additional costs
FACTORS INFLUENCING PHARMA INDUSTRY
Flexibility is not easy
Because of audits, approvals, concerns about safety and efficacy of drugs, activities such as below areslow and laborious:
Constructing new facility
Changing formulations
Inducting new vendors
Expanding to new geographies etc.
This affects agility and profitability of companies. For example, in case one raw material supplier doesnot supply required materials, switching to new supplier is not easy
FACTORS INFLUENCING PHARMA INDUSTRY
Pharma companies growing by mergers and acquisitions
That influences demand, supply, economies of scale, opportunities for new synergies on the positiveside
It has associated complexities, risks and uncertainties on the negative side
FACTORS INFLUENCING PHARMA INDUSTRY
Pharmaceutical companies hold high inventory levels because:
R&D costs are huge compared to manufacturing costs
Patent period is limited to recover R&D costs
Need to maintain high customer service levels. Reasons being:
Steady supply essential for life saving drugs
Regulatory pressures to maintain steady supply
Penalties for supply disruptions
FACTORS INFLUENCING PHARMA INDUSTRY
Products have long lead times and limited shelf life
Temperature and humidity levels have to be carefully controlled during storage,transportation etc.
Order filling accuracy has to be close to 100 percent. Especially expired drugs,components or intermediate products should be timely identified, segregated anddiscarded; not an easy task in huge warehouses
Warehouses should follow First Expiry First Out (FEFO) sequencing to improveutilization of stocks
FACTORS INFLUENCING PHARMA INDUSTRY
API manufacturing has the following challenges
High cost
Long cycle times
API is manufactured in campaign manufacturing mode to:
Reduce set up costs
Reduce downtime costs
The challenges in API pose below risks pharma
Poor end to end responsiveness of pharma supply chains
Vulnerability to bullwhip effect
CONCLUSION
Pharma faces huge challenges.
IT can help.
To do that IT teams need to understand pharma industry.
That is where this document comes in.