Before discussing this company let us first understand the meaning and basic difference between some words which are often used interchangeably.

The need of such players arises as the R&D process to bring a product into market is expensive and time consuming.

On an average the R&D in pharma takes 14years with US$2.6Bn to bring a product to market with an overall success rate of ~4.1%
Even after investing substantial time and money, pharma companies are facing sustainability crisis due to dwindling ROI on R&D

Pharma companies invest around 15-20% of their revenues in R&D but in return the IIR < Cost of capital.
In 2020 it was expected to touch 0%
https://t.co/w1a9jNTpME
Syngene is a global CRAMS player providing end to end services in the entire value chain of forming a drug from a molecule.

It works with client around the world. Geography wise 76% revenue contribution is from US, followed by 12% from Europe.
Talking about its revenue from different segments almost 1/3rd revenue comes from each vertical.
Its plug and play business model gives various entry points to customer.

They have a strong customer base with 25% of them having long term relationship of more than 5years.

However, client concentration is high with top 10 clients contributing 65%.
what about safety of clients data as Biocon (parent) is into similar business of syngene's client?
to ensure safety their DCs are Ring fenced which means every client’s test results are secret and safe for them and specifically restricted only to the teams that need to see it
Because of DCs,the sponsor companies have access to additional services like shared(bioinformatics, viral testing etc) and enabling functions(HR, staffing, supply chain,ehss clearances etc)
result: operation efficiencies increases per FTE up to 25-30% and turnaround increases
An example of how their vertically integrated model helps them in forming long term relationship with the clients.

In this stated example the Japanese client had the molecule but did not had the capacity to take it further.
but over the years their relationship with this client has evolved from working with below 1Kg level to now at >1000kgs commercial manufacturing.

win-win situation for both the parties.
Just like IT companies, employee are an important asset for CRO.

Syngene is the largest CRO employer in India having largely qualified personnel.

Employee cost is at 27-29% of revenue which is a major expense
This expense will come down once the manufacturing operations starts
Starting FY15, the management had guided capex of 550mn$ which is expected to complete by FY21, out of which most have been already done.

Around 200mn$ have been done primarily on four facilities : Syngene Research Center (Bengaluru) , Formulation development and Manufacturing
Plant, Biologics Manufacturing Plant and API Manufacturing plant.

Apart from this company has also invested in other facilities such as pilot finish facility for injectables, oral solid manufacturing, viral testing facility, bioinformatics, Gene therapy, microbiology lab etc.
It has a strong pipeline of work which gives good visibility for the next few years.
The inherent advantage of having one outsourcing partner: a single trusted supplier to manage all process steps; a flexible resource to accommodate rapid scale-up or wind-down as needed; end-to-end project management and tighter project delivery
As companies right from small start-ups to large global organisations turn to external partners to drive innovation and R&D productivity, the demand to fulfil the complete R&D lifecyle using a single service provider is growing.
@unseenvalue @ishmohit1 @ravidharamshi77 @punitbansal14 @varinder_bansal @SamitVartak @safiranand @FinMedium @finshots

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APIs in general are so powerful.

Best 5 public APIs you can use to build your next project:

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A RESTful JSON API for national and international phone number validation.

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https://t.co/fzBmCMFdIj


2. OpenAI API

ChatGPT is an outstanding tool. Build your own API applications with OpenAI API.

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Recently, the @CNIL issued a decision regarding the GDPR compliance of an unknown French adtech company named "Vectaury". It may seem like small fry, but the decision has potential wide-ranging impacts for Google, the IAB framework, and today's adtech. It's thread time! 👇

It's all in French, but if you're up for it you can read:
• Their blog post (lacks the most interesting details):
https://t.co/PHkDcOT1hy
• Their high-level legal decision: https://t.co/hwpiEvjodt
• The full notification: https://t.co/QQB7rfynha

I've read it so you needn't!

Vectaury was collecting geolocation data in order to create profiles (eg. people who often go to this or that type of shop) so as to power ad targeting. They operate through embedded SDKs and ad bidding, making them invisible to users.

The @CNIL notes that profiling based off of geolocation presents particular risks since it reveals people's movements and habits. As risky, the processing requires consent — this will be the heart of their assessment.

Interesting point: they justify the decision in part because of how many people COULD be targeted in this way (rather than how many have — though they note that too). Because it's on a phone, and many have phones, it is considered large-scale processing no matter what.