i-diXit logo
AI-driven Audit of Clinical Decisions and Communication

Transform Every Consultation into a Learning Opportunity

Opens new possibilities for quality initiatives, professional reflection, and institutional audit frameworks. A structured post hoc audit & feedback system based on real clinical encounters and established clinical practice guidelines.

HDS certifiedPhysician-requested audits onlyEarly pilots show consistent audit outputs; protocols on request
Live audit streamSecure
Decision alignment with guidelines94%
Communication & empathy markers86%
Identification of critical deviations6%
Guidelines referencedEU • National
Traceability100%
HDS Certified • GDPR Compliant • ISO 27001 • EU Guidelines

Agentic Ragtime

Multiagent retrieval you can trust

Planner, retriever, evaluator, and tracer agents work together so every recommendation is cited, redacted, and auditable. Built for care teams looking to bend the incident curve and physicians needing rapid guideline recall.

HDS • GDPR • ISO 27001
🧭 Agent Planner
Intent range

Intent range

Deviation, plus empathy signals to pick the right playbook.

🔍 Retriever
Guideline citations

Guideline citations

Agentic RAG fetches EU/National medical guidelines + institutional protocols with source trails by default.

🛡️ Evaluator
Safety & masking

Safety & masking

Adversarial checks block hallucinations, redact PII, and score empathy gaps.

🧾 Tracer
Audit trail

Audit trail

Every agent decision, prompt, and evidence link is logged for team/clinician review.

Audit & feedback

What audit & feedback makes possible

Illustrative use cases grounded in real-world clinical audit and feedback.

🧭

Identification of decision deviations and safety signals

Structured review of documented decision pathways and justifications.

📚

Practice-based learning opportunities

Feedback anchored in real clinical decisions and guideline references.

🧬

Alignment with evolving clinical practice guidelines

Audit frameworks updated in line with professional society recommendations.

🤝

Shared, non-punitive audit framework

Transparent feedback for learning and communication, without ranking or sanctions.

Why i-diXit

Digital safety net for modern practitioners

i-diXit is the digital safety net for modern practitioners, designed by medical experts, for medical experts.

Through a deep collaboration between clinicians and AI engineers, we provide continuous alignment between patient records and the latest scientific guidelines. We eliminate decision-making blindspots and empower physicians with clinical certainty, allowing them to focus on what matters most: patient care, backed by a secure and high-quality practice.

50%

Share of errors tied to consultation choices (national reporting)

+343%

EIGS (serious adverse events) rise since 2019; hidden debt until escalation

Preventive audits reduce severe outcomes before escalation

Visible incidents vs. hidden risk debt the iceberg care teams can finally map in real time.

Waterline

The Solution

Core capabilities aligned to outcomes

Each module combines guideline-aware RAG, empathy analysis, and compliance rules to close the loop between clinical practice, training, and incident prevention.

Holistic Audit

Automates detection of warranted vs. unwarranted deviations accounting with patient context informations.

Turns each consult into a feedback loop with clinical, medico-legal, and empathy dimensions to reduce adverse-event exposure.

Live
Empathy Scoring

Quantifies soft skills alongside clinical compliance for a fuller picture.

Evidence-backed empathy signals reduce miscommunication and downstream escalation friction in high-risk consults.

Live
Compliance Engine

RAG-based checks against the latest EU/National medical guidelines.

Dynamic playbooks auto-refresh as standards evolve; coverage across urology, gastro, cardio, derm, pneumo, and more.

Live
Trustworthy AI

Traceable, non-punitive recommendations with PII masking and role-based access.

Built for regulated teams with full audit trails and transparent reasoning chains.

Live

Security & Trust

HDS-secure, GDPR-ready, enterprise-grade

Built for regulated environments with encryption, PII masking, and fine-grained controls. Every recommendation is explainable and logged for administrators and clinicians alike.

  • HDS certified infrastructure
  • GDPR & ISO 27001 aligned
  • Role-based redaction and PII masking
  • Traceable evidence chains for audits
SOC2 in progressData residency: EU

Audit trail snapshot

1
Consultation transcript tokenized
Traceable
2
Guideline match
Traceable
3
Empathy markers computed
Traceable
4
Deviation flagged with evidence
Traceable
5
PII masked for external review
Traceable

Clarity

What i-diXit is NOT

Clear boundaries to protect clinical autonomy and keep audits non-intrusive.

Not a clinical decision support system

No diagnosis or treatment suggestions. No ranking of therapeutic alternatives. Clinical decisions remain entirely under physician responsibility.

Not real time

No pop-ups during the encounter and no interruption of the clinical workflow. i-diXit operates strictly after the consultation in an audit & feedback logic.

Not correcting a diagnostic or a treatment

It does not determine whether a diagnostic is right or wrong, does not establish clinical truth, and does not replace expert judgment. It audits how decisions are justified versus appropriate clinical guidelines.

Not a surveillance tool

No ranking of physicians and no punitive scoring. The system is non-punitive by design.

ROI

Maximize Your Impact: Calculate Your ROI with i-diXit

Because every medical organization has different priorities, we have developed specific ROI models tailored to your core business. Contact us to simulate the impact of i-diXit on your specific activity.

Our experts will help you quantify the gains in clinical safety, time, and compliance based on your patient volume.

For Medical Groups & Practitioners

Clinical Practice

Secure your diagnostic path and automate your medical reporting. Focus on the patient, we ensure the 'continuous' compliance of your records.

The ROI: Recovery of clinical time and drastic reduction in cognitive load.

For Hospitals & Clinics

Clinical Quality Management

Shift from retrospective auditing to proactive quality steering. Monitor your clinical performance across all departments with automated, data-driven insights.

The ROI: Real-time quality indicators and reduction of adverse events (EIG).

For Training Organizations

Continuous Education & DPC

Turn daily practice into an eligible DPC (Developpement Professionnel Continu) path. Our AI validates professional practice through real-world clinical data.

The ROI: Automated certification of "in-situ" training.

For Medical Organizations

Risk Management

Protect your institution against adverse-event disputes. i-diXit provides a robust, evidence-based audit trail for every clinical decision.

The ROI: Significant reduction in dispute frequency and severity.

contact@idixit.io