A veterinary-first EDC, designed for how animal studies actually differ.
ARKEN is a concept EDC I designed from scratch to answer a simple question: what changes when veterinary studies become the starting point instead of an edge case?
Veterinary research doesn't fit that model. The same platform needs to support companion animals and livestock, individual animals and groups, species-specific assessments, and study protocols that differ in terminology, workflows, and regulatory requirements.
Instead of configuring a study, teams often end up adapting the product itself. Every new protocol introduces another exception, another custom workflow, or another feature built for a single study. What if variation was the starting point instead of the exception?
Most EDCs treat every study as a custom product. New protocols introduce new forms, workflows, and exceptions until the platform becomes increasingly difficult to scale.
What I did was reduce every study to a small set of configuration decisions that generate the study structure.
Study type, species, enrollment model, blinding, and protocol settings become the inputs.
The goal was to create a system that could evolve with new studies without requiring new product design every time.
| Species | Typical study types | How animals are enrolled | Withdrawal period | Who stays blinded | Regulatory frame |
|---|---|---|---|---|---|
| Companion animal | |||||
| Dog · CatRabbit · Other | TAS · Efficacy Bioequivalence Observational |
Individual | None required Competition advisory only |
Owner blinded CRC op.blind |
VICH GL9 FDA NADA EMA |
| Horse | TAS · Efficacy Observational |
Individual | None required Competition rules apply |
Owner blinded PI op.blind |
VICH GL9 FDA NADA |
| Livestock: individual tracking | |||||
| CattleSheep · Goat | TAS · Efficacy Tissue Residue Bioequivalence |
Individual Tagged within pen |
Food safety · mandatory Slaughter / milk WDP Hard gate · no override |
CRC op.blind Monitor unblinded |
VICH GL9 FDA NADA USDA |
| Swine | TAS · Efficacy Tissue Residue |
Individual Pen Tagged individual or pen aggregate |
Food safety · mandatory Slaughter WDP Hard gate · no override |
Farmer blinded CRC op.blind |
VICH GL9 FDA NADA USDA |
| Livestock: group / pen tracking | |||||
| PoultryBroiler · Layer · Turkey | TAS · Efficacy Tissue Residue |
Pen Pen-level aggregate FCR · mortality · biomass |
Food safety · mandatory Slaughter WDP Egg WDP independent timer |
Farmer blinded CRC op.blind |
VICH GL9 FDA NADA USDA |
| Livestock: population / herd tracking | |||||
| CattleDairy herd · Cow-calf | Efficacy Observational |
Herd Fluid population Animal-days at risk denominator |
Food safety · mandatory Milking / slaughter Tracked at herd level |
Site blinded Monitor unblinded |
VICH GL9 USDA |
| FishAquaculture · Tank · Net-pen | TAS · Efficacy Tissue Residue |
Herd Tank population Biomass denominator |
Food safety · mandatory Harvest WDP Hard gate · no override |
n/a | FDA CVM EMA · EFSA VICH GL9 |
| Livestock: reproductive tracking | |||||
| Swine · CattleDam and litter studies | TAS · Efficacy | Dam / Litter Dam + offspring cohort Offspring promoted at milestone |
Food safety · mandatory Inherits dam WDP Colostrum exposure tracked |
CRC op.blind PI op.blind |
VICH GL9 FDA NADA |
ARKEN isn't in production, so I can't measure adoption or business outcomes. Instead, I evaluate it by the product capabilities the architecture makes possible.
Owning the entire lifecycle meant every decision had to work across disciplines: intuitive for users, practical for engineering, traceable for compliance, and maintainable as the platform evolved.
Working across those boundaries reshaped how I think about product decisions. It gave me a deeper appreciation for the tradeoffs between user experience, technical architecture, regulatory requirements, and long-term scalability, making me a stronger partner to engineers, product managers, and domain experts.