DokSim | High-Assurance Clinical Dialogue & Diagnostic Simulation
Standardizing clinical readiness and diagnostic precision through deterministic simulation. DokSim provides hospital networks and medical institutions with sovereign evaluation environments to train, evaluate, and benchmark high-stakes clinician decision-making.
Deterministic Evaluation State Machines
Multi-turn, stateful conversational graphs with deterministic branching and clinical risk guardrails. Ensures conversational pathways strictly adhere to medical simulation rubrics, preventing simulated patients from deviating into non-clinical territory or fabricating non-physical clinical records.
Objective Multi-Dimensional Empathy Rubrics
Standardized scoring models measuring bedside manner, active listening, validation, and diagnostic interview protocols. The evaluator operates concurrently via an asynchronous inspector node, giving trainees instant telemetry without disrupting conversational immersion.
Clinical Ground-Truth Knowledge Synthesis
Sub-20ms vector retrieval grounded in peer-reviewed clinical guidelines, pharmacology contraindication databases, and DSM-5 / ICD-11 criteria. Zero tolerance for synthetic pharmaceutical errors or ungrounded medical advisement.
Institutional Performance Intelligence
Aggregated cohort analytics for deans and program directors. Longitudinal tracking across cohorts to detect systemic curriculum blind spots, diagnostic hesitation points, and bedside communication deficiencies before trainees reach clinical rotations.
Sovereign Clinical Simulation Console
Select a clinical patient case and choose interview probes to observe real-time AI evaluation.
“Look, doctor, I stopped taking that Metformin because it made me sick through all my 12-hour shifts. Now my chest feels tight like a clamp. Are you going to admit me or just give me another checklist about diet?”
Good open-ended inquiry. Patient revealed onset context and respiratory involvement.
Institutional Impact & Specialized Modules
Pre-configured scenario suites calibrated against national medical licensing boards, ACGME residency milestones, and nursing simulation standards.
Psychiatric De-escalation
Managing borderline crises, acute psychosis, and severe panic attacks without escalation or coercive framing. Calibrated to C-SSRS standards.
Critical Care Communications
Delivering critical prognoses, navigating severe family distress, and conducting compassionate intensive care conferences using the SPIKES rubric.
Complex Consent & Geriatrics
Evaluating decision-making capacity in cognitive impairment, dementia proxies, and respectful end-of-life proxy consultations.
Diagnostic Synthesis
Iterative differential diagnosis under incomplete symptom presentation, laboratory interpretation, and adherence barrier identification.
HIPAA & FERPA Compliant Air-Gapped Deployment
Medical institutions maintain legal obligations regarding trainee performance evaluations and curriculum intellectual property. DokSim is engineered for absolute institutional containment with zero clinical data exfiltration.
On-Premise Air-Gapped Deployment
Runs isolated on hospital on-premises GPU clusters (NVIDIA H100 / L40S) or sovereign enterprise enclave clouds.
Zero Clinical Data Exfiltration
Ephemeral conversational memory with zero external telemetry or secondary foundation model training on institutional inputs.
HIPAA & FERPA Guaranteed
Complete Business Associate Agreement (BAA) execution and educational records governance strictly enforced.
Augur Continuous Audit Integration
Automated SOC 2 Type II and ISO 27001 continuous verification mapped directly into institutional compliance consoles.
Deploy DokSim in Your Medical Institution
We partner with medical school deans, simulation directors, and residency leadership to deploy air-gapped pilot sandboxes and custom specialty cohorts.