Start with context
Frame the modality, development stage, sample constraints, and intended use of the results before selecting a workstream.
About APDK
Analytical collaboration starts with the development question.
APDK is a Shanghai-based biotechnology team supporting analytical questions across biologics research and development.
Our approach
Build the scope around the decision that needs evidence.
A useful analytical plan begins with product context, development stage, the decision at hand, and the evidence needed to support that decision. Platform and instrument choices follow from that scope.
Connect the evidence
Bring complementary analytical observations together around the product question and development decision.
Plan the handoff
Agree on inputs, review points, reporting expectations, and follow-up questions before work begins.
Engagement framework
A clear path from question to scoped discussion.
- 01
Describe the development question
Share the modality, stage, sample situation, and the decision the analytical work needs to inform.
- 02
Align the evidence boundary
Confirm which questions can be addressed, what remains out of scope, and which inputs are still required.
- 03
Define the review path
Set expected outputs and technical review points without making unbounded timing or performance commitments.