ENFORMIS: The Computational CMC Foundry
The first regulatory-grade computational platform for formulation intelligence, solid-state stability, and dissolution kinetics. Accelerating drug product development by up to 94% - from molecule to manufacturing without the wet-lab empirical bottleneck.
Compress 12 Months to 12 Seconds
Waiting 6 to 12 months for physical ICH stability chamber readouts forces R&D into a crawl. Enformis screens hundreds of excipient and polymer matrices in seconds.
Zero Non-Physical Hallucinations
By embedding Fick's Second Law directly into Physics-Informed Neural Network (PINN) loss functions, the engine eliminates ungrounded guesses and impossible "self-healing" compounds.
Glass-Box Regulatory Immunity
Preempting the EU AI Act (August 2026 enforcement) and FDA computational guidelines. Glass-box Explainable Boosting Machines (EBMs) provide complete mathematical receipts for filings.
Enformis Dual-Engine Live Biophysical Visualizers
Observe the continuous differential kinetic solvers and physics-informed dissolution dynamics running in real-time.
The 5 Sequential Computational Modules
Engineered across first-principles quantum chemistry, continuum thermodynamics, and clinical pharmacokinetics.
API Profiler & Quantum BDE
Ingests raw SMILES and computes quantum-mechanical bond dissociation energies (BDE) and frontier molecular orbital distributions (HOMO-LUMO gap), pinpointing exactly which covalent bonds will cleave first under thermal or oxidative stress.
Excipient Matrix Matchmaker
Simulates polymer compatibility and thermodynamic miscibility across Amorphous Solid Dispersions (ASDs), Orodispersible Films (ODFs), and Lipid Nanoparticles (LNPs). Programmatically flags reactive incompatibilities (Maillard browning, ester transesterification, peroxide radical attack).
Virtual Manufacturing Line
Models environmental micro-stresses during compaction, mixing shear, and packaging storage. Calculates moisture ingress through container-closure barriers based on packaging Water Vapor Transmission Rate (WVTR) and Oxygen Transmission Rate (OTR).
The Virtual Oven (Stability Engine)
40+ topological SMARTS hazard queries combined with continuous Arrhenius differential equations and Henderson-Hasselbalch ionization speciation. Calculates exact time to 10% degradation (t90) and Beyond-Use Dating (BUD) without 6 months of chamber aging.
The Virtual Press & Stomach (Dissolution)
Maps powder compaction pressure (P) to relative density (D) via the Heckel equation, flagging capping and lamination. Solves Noyes-Whitney dissolution via Physics-Informed Neural Networks (PINNs) constrained by Fick's Second Law with Matérn 5/2 GP confidence bands.
PBPK & Clinical Bioavailability
Translates in-vitro dissolution profiles and degradation kinetics into in-vivo human pharmacokinetics. Multi-compartment transit ODEs predict human plasma concentration curves, peak plasma concentration (Cmax), and area under the curve (AUC).
"Saying 'I Don't Know' is a Feature, Not a Failure."
In hospital compounding and clinical manufacturing, an over-estimated shelf-life delivers sub-potent or toxic medicine to patients. Enformis implements a mandatory 5-point veto gate: if any check fails, the beyond-use dates are completely withheld rather than generating an ungrounded hallucination.
The 5-Point Veto Applicability Checks:
The Missing Scientific Half of Pharmaceutical Due Diligence
Project 360 Dossier evaluates biology, patent thickets, and competitive landscapes. Enformis plugs directly into the pipeline to evaluate CMC and formulation feasibility. You now receive an unassailable unified assessment: “This target is biologically validated, the IP is cleared, and the physical drug product can be stably manufactured.”