Stock Markets March 30, 2026

Eli Lilly inks potential $2.75 billion drug discovery pact with InSilico

Agreement gives Lilly exclusive global rights to oral therapies discovered with Pharma.AI, includes $115M upfront and milestone-linked payments

By Caleb Monroe LLY
Eli Lilly inks potential $2.75 billion drug discovery pact with InSilico
LLY

Eli Lilly has entered a collaboration with Hong Kong-listed InSilico that could reach about $2.75 billion in total value. InSilico will receive an upfront payment of $115 million and may earn additional milestone payments and tiered royalties on future sales, while Lilly secures exclusive worldwide manufacturing and sales rights for oral treatments discovered using InSilico's Pharma.AI platform.

Key Points

  • Eli Lilly signed a discovery agreement with Hong Kong-listed InSilico that could be worth about $2.75 billion in total.
  • InSilico will receive a $115 million upfront payment and may earn additional milestone payments plus tiered royalties on future sales; Lilly secures exclusive worldwide rights to manufacture and sell oral treatments discovered using Pharma.AI.
  • The companies will collaborate on several R&D programs focused on targets selected by Lilly, impacting the pharmaceutical, biotech, and AI-enabled drug discovery sectors.

Eli Lilly (NYSE:LLY) on Sunday announced a drug discovery agreement with Hong Kong-listed InSilico that carries a potential aggregate value of roughly $2.75 billion, according to an exchange filing.

Under the terms disclosed, InSilico will receive an initial upfront payment of $115 million. The firm is eligible to receive further payments tied to development and commercial milestones that, if earned, could bring the total consideration to approximately $2.75 billion. The arrangement also provides for tiered royalties on any future sales of resulting products, the filing said.

As part of the pact, Eli Lilly will obtain exclusive worldwide rights to manufacture and sell oral therapies across multiple therapeutic areas. Those treatments are to be discovered using InSilico's artificial intelligence model, Pharma.AI, per the filing. The companies will co-operate on multiple research and development programs that will focus on targets selected by Lilly.

The exchange filing sets out the financial structure of the agreement but does not disclose whether or when milestone payments will be achieved. It also does not specify the exact number of programs covered or the timing for any potential development milestones or product launches.

Below are the main elements disclosed in the filing:

  • Upfront payment: InSilico to receive $115 million immediately under the agreement.
  • Milestone payments: Additional payments are contingent on the achievement of development and commercial milestones and could raise the deal value to about $2.75 billion.
  • Royalties: The deal includes tiered royalties on future sales of any resulting therapies.
  • Rights and scope: Lilly will hold exclusive global manufacturing and sales rights for oral treatments discovered with Pharma.AI, across multiple therapeutic areas.
  • Collaboration focus: R&D programs will target molecules or targets selected by Lilly, with joint work between the companies.

The filing provides the framework and financial ceilings of the collaboration but leaves open the realization of milestone payments and the ultimate commercial success of any therapies developed through the partnership. The announcement confirms the involvement of AI-driven discovery tools in the identification of therapeutic candidates, naming Pharma.AI as the platform to be used.


All terms and descriptions above are drawn from the companies' exchange filing and the announcement made on Sunday. The filing is the source of the payment figures and the described rights and responsibilities of each party.

Risks

  • Milestone payments are contingent on future achievements and therefore may not be realized, affecting the total value paid to InSilico - this uncertainty impacts biotech and pharmaceutical market expectations.
  • Royalties depend on future product sales, which are not guaranteed and introduce commercial risk for projected revenue streams - a material uncertainty for investment returns tied to the collaboration.
  • The scope of R&D programs is limited to targets selected by Lilly, which could constrain the breadth of discovery efforts and affects both partners' strategic outcomes in drug development.

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