Insights

Technical Writing on Governed AI

Deep dives into how we build trusted AI infrastructure for human behavior data, clinical intelligence, and regulated engineering. Written for developers, clinicians, and researchers.

ArchitecturePlatform design, data modeling, and system architecture decisions
Clinical AIMental health assessment, longitudinal monitoring, and treatment support
Data GovernanceProvenance, consent tracking, audit trails, and compliance
EngineeringAuditable code generation, policy-as-code, and CI/CD integration
ResearchCohort management, reproducible pipelines, and publication workflows
·11 min read

Auditable AI for Regulated Engineering Teams: Provenance, Policy, and Approval Controls

AI-generated code in regulated industries needs more than syntax correctness. MindCODE's Trusted Code Agent provides full provenance chains, policy enforcement, and approval gates for every artifact.

EngineeringComplianceGovernance
·10 min read

Data-Driven rTMS: Moving Beyond Standard Protocols

Repetitive transcranial magnetic stimulation response rates vary from 30-60%. MindCODE's clinical intelligence tools help clinicians move from one-size-fits-all protocols to data-informed parameter selection.

NeurostimulationClinical IntelligenceTreatment
·9 min read

What Is a Virtual Human? Behavior Twins for Clinician Support

MindCODE's Virtual Human is not an avatar or chatbot. It is a computational representation of a patient's behavioral trajectory — built to help clinicians reason about complex cases, not to replace their judgment.

Virtual HumanClinical AIArchitecture
·8 min read

Modeling Human Behavior Across Scales: From Genes to Population Patterns

Human behavior spans six data domains — from genomics to population health. Here's how MindCODE's data architecture connects them into a canonical longitudinal record without losing clinical meaning.

Data CloudArchitectureResearch
·9 min read

Why We Built MindCODE: The Case for Governed AI Infrastructure in Mental Health

General-purpose AI platforms were never designed for mental health data. We built MindCODE because clinical AI demands governance by design — not compliance bolted on after the fact.

CompanyMental HealthGovernance