
💡 Excipient selection. Each excipient has a job set by the QTPP. I check that the choices deliver the functionality the dose form needs and still process well on the equipment at the manufacturing site.
💡API milling and micronisation. Reducing particle size can change flow, cohesion, static charge, crystalline form, dissolution and content uniformity. I assess those risks before the API is committed to a specification.
💡API bulk and tapped density. Density affects storage, dispensing, hopper flow, blending and capsule fill volume. The effect starts at the API supplier and runs through to the finished product.
💡Segregation potential. Differences in particle size and density between the API and excipients can separate a blend during transfer. Content uniformity failures at scale are expensive to trace, so I assess the risk early.
💡Tablet tensile strength. Tablets need enough strength to survive coating, handling, packing and distribution. I set targets from compaction data, so the plant doesn't discover the limit.

I help you find solutions to:
💡Particle size specifications set without input from drug product development.
💡Content uniformity that passes at small scale and fails at scale.
💡Batch-to-batch variation after an API or excipient supplier change.
💡Tablets that chip, cap or break during coating, packing or transit.
💡A CDMO transfer where nobody has compared the development and manufacturing equipment.
I work with biotechs who outsource manufacture, with teams in the middle of a transfer, and with companies that have started to see problems after one.

gives you a powerful lens for product development, scale-up, and manufacturing troubleshooting. It helps you:
💡Design smarter from the outset
💡Build robustness into your process
💡And achieve consistent, reliable product quality at scale
Tablet disintegration at the right stage, which sets the drug release rate and uptake, depends on the tablet microstructure, which in turn results from the combined effects of raw materials and processing.

💡Discovery : We start by reviewing your current formulation data, challenges, and goals
💡Analysis & Modelling : Apply materials science tools to understand risks and interactions
💡Validation : Targeted experiments or modelling to test hypotheses
💡Recommendations : Clear, actionable guidance tailored to your team and process
💡Ongoing Support : We stay involved through scale-up, transfer, or troubleshooting as needed
💡A manufacturability risk assessment for the formulation.
💡A memo on API particle size and milling or micronisation risk.
💡Tablet tensile strength targets with the data behind them.
💡Input to your control strategy.
💡A list of equipment and process questions for your CDMO.

A virtual microstructure of the tablet lets me change one variable at a time, such as API particle size or the shape of an excipient, and ask 'What if?' questions about a specific ingredient's shape, size and function in the tablet.
Are you optimising your excipients? Is the API particle size correct?… Knowledge at this level can speed up development of a tablet with optimised dissolution properties.

Ceramic Composites
Same Ceramic Composite formulation, but with different distributions of iron (white) in the alumina (grey) matrix. This leads to a material with very different toughness properties. The microstructure controls the final performance.

Food Microstructures
The same ice cream formulation can be processed in different ways to enhance the texture. If the process can keep the size of the ice crystals and the air cells very small, the texture appears smoother and creamier when eaten.
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