AI-Driven Solid Form Engineering
Stability Optimization & Manufacturability Enhancement for Clinical-Stage Assets
- Unexpected polymorph behavior is not just a theoretical risk — it is a manufacturability variable.
- In clinical-stage small molecules, narrow thermodynamic separation between structurally distinct forms can reduce crystallization robustness and increase process sensitivity during scale-up or tech transfer.
- We help teams quantify stability margin and engineer more controllable solid-form strategies before critical CMC milestones.
Why This Matters in Development
Polymorph confirmation at lab scale does not guarantee process robustness. When alternative forms exist within a narrow stability window (<1 kcal/mol), competitive behavior may emerge under:
- • Solvent variation
• Scale-dependent crystallization kinetics
• Slurry aging
• Tech transfer
• Process stress
This can result in:
- • Unexpected form conversion
• Batch variability
• Additional crystallization optimization
• Extended analytical investigation
• CMC clarification cycles
Solid-form robustness is a development variable — not just a discovery observation..
What We Deliver
Our program goes beyond risk identification. We provide structured engineering insight:
- • Crystal structure prediction landscape mapping
• Quantitative thermodynamic stability margin analysis
• Energy–density competition mapping
• Packing motif differentiation
• Competitive polymorph window definition
• Engineering guidance to enhance robustness
• Executive-level summary for decision support
Turnaround: 2–3 weeks
Designed for milestone-aligned decision-making.
When Teams Engage Us
- Preparing for Phase I or Phase II scale-up
- Strengthening CMC package prior to BD discussions
- Evaluating robustness before tech transfer
- Investigating unexpected solid-form behavior
- Exploring alternative forms to enhance manufacturability
Discuss Your Program
If your team is advancing a small-molecule asset toward clinical expansion or manufacturing scale-up, we would be glad to review your development context. Contact: wayne.wang@agilgen.com
www.agilgen.com
Hours
Today | Closed |
