untangling the web of drug manufacturing

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Happy Friday, Below the Fold!

While we're grateful to be out of the pandemic, staying well is by no means easier. COVID surges are still happening and children with RSV are flooding hospitals. In such a time, there's certainly attention on our distribution and supply of drugs, but the US is seeing much more than issues of spiking demand.

Using AI to Unravel Pharmaceutical Supply Webs
Wed Nov 30


The "Made In" label on products is helpful, but can be simplistic (see: conflict meat). In fact, modern supply chains are infamously complex at this point, but what are the implications when it comes to our drugs? Currently, the active ingredients (which is what makes a drug effective) may not have the same origin country as the finished drug. And not knowing how much of the crucial components of our pharmaceuticals are made in or out of the country means our supply isn't much in our own control.

The FDA testified just how problematic this is to Congress in 2019, highlighting China's growth as a major concern. (China doubled the number of its active ingredient manufacturing facilities in under a decade.) For the US, this is a question of national security:
  • Without intervention, the US could grow even more dependent on foreign manufacturers. The labor cost advantages and less stringent regulations (environmental and otherwise) makes it difficult for US production to compete.
  • Moving manufacturing capabilities offshore could leave the US scrambling to produce its own drugs if supply chains are disrupted.
  • Quality concerns have resulted in shortages already, hurting the health of Americans.Between 2013 and 2017, 62% of drug shortages were due to quality problems.
But it's not just the quantifiable supply that worries the FDA and the Department of Homeland Security (DHS). The mystery of the supply chain leaves the US open to greater foreign influence. For instance, one Swiss painkiller maker had an Indonesian subsidiary whose board member had links to a number of Chinese shell companies.

The DHS has tasked Quantifind, Inc. with investigating environmental, social and governance risks to supply-chains. Quantifind, using their AI, would go beyond geographical insights and extend, for example, to media reports that cover a supplier's potential involvement in human rights abuses.
BELOW THE FOLD BYTES

UN Votes To Prevent More Space Debris

 
While the US, China, Russia, and India have all conducted anti-satellite missile system (ASAT) tests, Russia's latest anti-satellite test produced a cloud of debris that threatened orbiting spacecraft and prompted the US to take action. First, the US enacted a self-imposed ban. Then, they encouraged other nations to follow suit, calling the tests one of the most pressing threats to the security and sustainability of space. A resolution was also introduced to the UN against ASAT tests, and was adopted this week with an overwhelming number of countries in favor. Notably, Russia and China voted against (both are leading producers of space debris along with the US).

>> Read More

Faux Nutrition in Faux Meats

 
While it's important to reduce our meat consumption and thus carbon footprint, the benefit of going plant-based is often centered on health claims. Those claims are only mostly true. Swedish researchers found that the "texturized" plant proteins used in manufactured meat substitutes contained high levels of phytates, which are naturally found in beans and cereals. These phytates block absorption of key minerals (especially iron and zinc) so marketing claims of high nutrition are dubious since the nutrition isn't absorbed by the body. Not all substitutes suffer the phytate issue. Tempeh, for instance, has microorganisms from fermentation to break down phytates.

>> Read More

🎬 Action of the Week

 
Curious about the specific vulnerabilities of pharmaceutical supply chains? Check out this McKinsey article on how pharmaceutical companies can become more resilient.
THIS WEEK'S SOURCES
Probing for Weaknesses with AI
4 minutes | 9 days ago
Safeguarding Supply Chains
20 minutes | 3 years ago
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ASCII-ING ABOUT THE NEWS
       !         !         ^        / \       /___\      |=   =|      |     |      |     |      |     |      |     |      |     |      |     |      |     |      |     |      |     |     /|##!##|\    / |##!##| \   /  |##!##|  \  |  / ^ | ^ \  |  | /  ( | )  \ |  |/   ( | )   \|      ((   ))     ((  :  ))     ((  :  ))      ((   ))       (( ))        ( )         .         .         .  
What's this latest mission for?
Space cleanup, of course.

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Existing investors land startups bigger checks

Sizing up the market for code-completion tools; tech investors help untangle the supply chain; Plaid, Airtable layoffs; TripActions lands $400M credit
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The Daily Pitch: VC, PE and M&A
December 9, 2022
The Daily Pitch is powered by PitchBook's industry-defining research and best-in-class data
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In today's Daily Pitch, you'll find:
  • Our latest analyst note explores existing investors' impact on the fundraising process, deal size, valuation step-ups and overall returns for VC firms and startup founders.

  • Get a visual on VC investment in the supply chain tech sector with our latest market map.

  • Chart of the day: VC fintech exit activity, from our Retail Fintech Report.
 
Today's Top Stories  
Existing investors help startups land bigger checks with insider-led rounds
Existing investors are some of the most effective resources in VC fundraising. Investors offer insightful advice, provide access to their networks and influence the due diligence process—all actions that can ultimately produce valuation step-ups in subsequent financing for startups and signal a strong preliminary investment track record to VCs' prospective LPs.

In 2022, new financing rounds led by existing investors—known as insider-led rounds—had a median deal size of $14.1 million, nearly triple that of the non-insider-led round median of $5.5 million.

In our latest analyst note, Who Benefits from Insider-led Rounds?, we explore the influence of existing investors on the fundraising process, deal size, valuation step-ups and overall returns for VC firms and startup founders.
read it now
 
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Market Map: Tech investors work to untangle the supply chain
(Travel mania/Shutterstock)
While the supply chain continues to untangle, geopolitical issues ranging from China's recently relaxed zero-COVID policy to the war in Ukraine have prevented a complete return to normal.

American investment in China has also plummeted as a result of new policy in the US, raising questions as to how the supply chain will adapt going forward, given previous reliance on Chinese manufacturing and labor.

Explore our Supply Chain Market Map to find out how VCs are investing through the uncertainty.
see the data
 
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A message from West Monroe  
Signature research: The Future of Diligence in Private Equity
Private equity's approach to diligence is evolving. The process is becoming more sophisticated as firms increasingly use data to improve efficiency with acquisitions. West Monroe's latest report analyzes the state of diligence in private equity and how investors are adapting to a digital future.

West Monroe surveyed 100 U.S. private equity leaders and found:
  • 68% say they will use more technology and tools vs. people to get the job done
  • 67% of respondents say their current approach to ESG diligence is consistent across targets, and only 40% say they will maintain that consistency
  • 27% say "recommendations aligned to the investment thesis" is the most valued part of diligence today, but 40% say it will be the most valued part in the future
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My phone can write my texts, why not my code?
Our phones can write our texts, our email clients can craft our replies, and our word processors can quietly fix our grammar. Now, machine learning algorithms can write code.

Or at least, they're getting there. While code-completion tools are still a long way from commercialization, their early success promises to help developers save time and eventually steer clear of tedious troubleshooting.

Our latest emerging space brief sizes up VC activity for AI-powered code completion and breaks down how these tools work, some of their limitations, and what the future holds for the nascent sector.
read it now
 
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TripActions lands $400M credit as rivals feel growing pains
(Olena Yakobchuk/Shutterstock)
TripActions, a corporate travel and expense-management specialist, has raised a $400 million credit facility, less than two months after closing an equity round at a $9.2 billion valuation—a significant jump from the $7.5 billion it garnered a year prior.

TripActions' revenue evaporated at the start of the pandemic, and the company was forced to lay off staff. Unlike many of its rivals, TripActions has likely operated in a more efficient manner since then, said Rudy Yang, a fintech analyst at PitchBook.
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Mind the GAAP: How investors can assess earnings quality
(wrangler/Shutterstock)
When it comes to earnings, both quality and quantity matter. And while investors know what they're getting with standardized metrics, non-GAAP earnings can be a useful tool for investors—provided you know what to look for.

In a recent report, Morningstar analysts lay out how to assess non-GAAP earnings, with commentary on common red flags as well as useful data that can inform investment choices.
read the report
 
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Recommended Reads
The great chip war—and the challenge for global diplomacy. [Financial Times]

When might air travel return to pre-pandemic levels? Here's the forecast. [Visual Capitalist]

While many crypto exchanges may be collapsing, asset managers like Hamilton Lane, KKR and Apollo are betting that the underlying tech—blockchain—will persist. [The Wall Street Journal]
 
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  VC Deals  
  Customcells soars with $63M  
  GoBolt nets $55M  
  Dantari launches with $47M  
  UnaBiz secures $25M extension  
  Amex backs hotel booking startup  
  PE Deals  
  CPPIB-backed company secures $150M offshore wind lease  
  GoodLeaf Farms raises $110M  
  Apogee secures $149M equity fundraise  
  WHP Global, Express ink $250M+ deal  
  Portfolio Companies  
  Airtable loses executives, lays off staff  
  Plaid cuts 20% of workforce  
  Exits & IPOs  
  Banzai to go public via SPAC, acquire Hyros  
  IBM strikes deal for Arlington-backed Octo  
  Fundraising  
  Sentinel Capital closes two funds on $5.2B  
  Union Square raises $200 for second climate fund  
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  First Mode to nab $200M investment from Anglo American  
 
 
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VC Deals  
Customcells soars with $63M
German battery maker Customcells has raised a $63 million Series A. The round was led by World Fund, a climate-focused VC, and carmaker Porsche.
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GoBolt nets $55M
Logistics startup GoBolt has closed a C$75 million (about $55 million) Series C. The round was led by Yaletown Venture Partners and joined by Ingka Investments.
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Dantari launches with $47M
Dantari, a company that is developing therapeutics to target tumors, has raised a $47 million Series A led by Westlake Village BioPartners and Caltech.
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UnaBiz secures $25M extension
UnaBiz has raised an additional $25 million for its Series B led by Sparx Group, bringing the round's total to $50 million. The Singapore-based startup offers internet-of-things services, including SigFox, which it acquired in April.
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Amex backs hotel booking startup
American Express Ventures, the VC arm of the credit card giant, has invested an undisclosed amount in Selfbook. The hotel booking SaaS company closed a $40 million Series A last year led by Tiger Global.
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PE Deals  
CPPIB-backed company secures $150M offshore wind lease
Golden State Wind has agreed to spend $150 million on an offshore lease near central California following the first US federal offshore wind lease auction for the West Coast. Newly created Golden State is a joint venture of the Canada Pension Plan Investment Board and Ocean Winds, itself a joint venture of Engie and EDP Renováveis.
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GoodLeaf Farms raises $110M
Power Sustainable Lios has joined in a C$150 million (about $110 million) round of growth equity funding for GoodLeaf Farms, a Canadian vertical farming company. McCains Foods, a Canada-based frozen food producer, also invested in the round.
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Apogee secures $149M equity fundraise
Apogee Therapeutics has raised $149 million in a Series B led by Deep Track Capital and RTW Investments. The biotech company's founding investors, Venrock Healthcare Capital Partners and Fairmount Partners, also participated.
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WHP Global, Express ink $250M+ deal
Oaktree Capital Management-backed brand manager WHP Global has struck a deal with clothing retailer Express. The companies agreed to form a joint venture that contains parts of Express' intellectual property, to which WHP will contribute $235 million for a 60% stake. WHP also agreed to buy a 7.4% stake in Express for nearly $25 million in a PIPE deal.
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Portfolio Companies  
Airtable loses executives, lays off staff
No-code software developer Airtable is cutting 20% of its staff and losing its chief revenue officer, chief product officer and chief people officer, TechCrunch reported. Just last year the company garnered an $11 billion valuation.
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Plaid cuts 20% of workforce
Plaid, a fintech startup that connects bank accounts to financial applications, is laying off about 20% of its workforce. In a message to Plaid employees, CEO and co-founder Zach Perret said, "Revenue growth did not materialize as quickly as expected." Last year, the company raised a $425 million Series D that raised its valuation to $13.4 billion.
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View 48 competitors »
 
 
Exits & IPOs  
Banzai to go public via SPAC, acquire Hyros
Marketing startup Banzai has agreed to go public via a merger with blank-check company 7GC & Co. Holdings. The company will trade on the Nasdaq with a combined enterprise value of $380 million. After the merger is completed, Banzai has agreed to acquire advertising startup Hyros for $110 million. Banzai is backed by investors including Tribe Capital and DNX Ventures.
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IBM strikes deal for Arlington-backed Octo
IBM has agreed to acquire Octo, a US federal contractor that provides IT modernization and digitization, from Arlington Capital Partners, which acquired Octo in 2019. IBM plans to fold the company into its consulting business.
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View 57 competitors »
 
 
Fundraising  
Sentinel Capital closes two funds on $5.2B
Sentinel Capital Partners has closed two of its funds—Sentinel Capital Partners VII, an equity fund, and Sentinel Junior Capital II, a structured capital solutions fund—on $4.3 billion and $835 million, respectively. The equity fund closed above its hard cap.
View details
 
View 234 investments »
 
Union Square raises $200 for second climate fund
VC firm Union Square Ventures has closed its second fund targeting climate-focused startups on $200 million, The Information reported. Union Square was an early backer of Twitter and Etsy, and previously raised $162 million for its first climate vehicle.
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Corporate M&A  
First Mode to nab $200M investment from Anglo American
London-based mining company Anglo American has agreed to merge part of its business with Seattle-based First Mode, creating a company valued at $1.5 billion that will supply Anglo with hydrogen fuel cell vehicles. Anglo also said it would invest $200 million in First Mode.
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Chart of the Day  
Source: PitchBook's Q3 2022 Retail Fintech Report
 
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