Choose the mechanism you can defend.

Denspath compares plausible kinetic mechanisms, generates challenger models, and produces a reviewable evidence package — exportable into NONMEM, Monolix, and Pumas.

Indomethacin biexponential PK

Two-compartment IV recovered from clinical data

R² = 0.950

Ryegrass Hill dose-response

Sparse pharmacology, 24 data points

R² = 0.983

N-body conservation laws

Energy + linear/angular momentum on physics benchmark

7/7 recovered

Recovered from real datasets. Prospective use on an unsolved novel-modality decision is the next milestone — that's what design partner pilots are for.

Denspath

Compare plausible kinetic mechanisms. Generate challenger models. Export a reviewable evidence package into your existing modeling workflow.

Start a pilot

Bring your own LLM keys. Bring your own data.

Tell us about your program

Compare plausible mechanism families on your data

Use your own Claude, GPT, or Gemini API key

Export to NONMEM, Monolix, and Pumas workflows

Pilots are scoped during the first conversation — bring the decision you actually need to defend.

API Docs Try Playground