SADI-M + SADI-MGPT: A Synergistic AI Ecosystem
Our platform combines state-of-the-art computer vision (SADI-M) with a clinical-grade large language model (SADI-MGPT) to deliver the world’s most versatile AI diagnostic solution—designed for doctors, not just data scientists.
SADI-M: Multimodal Vision Intelligence
SADI-M is our AI-powered image and video analysis engine, meticulously engineered for radiology, pathology, ophthalmology, surgery, and diverse medical imaging modalities. It excels at detecting, classifying, and triaging critical findings from complex visual data in seconds, enhancing diagnostic precision and workflow efficiency.
Learn More about SADI-MSADI-MGPT: Clinical Reasoning Engine
SADI-MGPT is our clinical-grade large language model, extensively trained on structured and unstructured medical knowledge. It supports nuanced clinical reasoning, triage assistance, differential diagnosis, and dynamic patient communication, providing invaluable decision support for healthcare professionals.
Explore SADI-MGPTSADI-MGPT: Multimodal Clinical Intelligence at Scale
The flagship large language and multimodal model suite by SADI Inc., engineered for advanced diagnostic reasoning and real-time decision support across diverse healthcare environments.
SADI-MGPT is optimized for both vision-language fusion and clinical dialogue, built to operate seamlessly across high-performance cloud clusters (H200-class), enterprise-grade on-premise servers (H100-class), and ultra-portable RTX 5090-based laptops for remote or air-gapped clinics. It combines the power of a GPT-class LLM with fine-tuned clinical instruction models, robust visual encoder backbones, and secure inference pipelines, all engineered for real-world reliability, data privacy, and diagnostic safety.
Core Capabilities of SADI-MGPT
1. Medical Reasoning Engine
Interprets complex clinical language, imaging contexts, pathology reports, and patient histories across 40+ specialties. SADI-MGPT is trained to:
- Identify probable diagnoses and comorbidities.
- Suggest next-step investigations and triage categories.
- Answer physician queries in medically correct language.
- Summarize full patient cases for handoffs and reports.
2. Image-Aware Dialogue
Uniquely accepts image inputs (DICOM, PNG, JPG, TIFF) alongside text, enabling real-time, medically aligned interpretation of:
- Chest X-rays (consolidation, nodules, pneumothorax).
- MRI series (neurological abnormalities).
- Fundoscopy/OCT scans (retinopathy, AMD).
- Histopathology slides (malignancy grading, cell types).
3. Zero-Cloud Mode
Retains full functionality on RTX 5090 laptops or embedded boards without internet access, critical for military medicine, disaster relief, and low-infrastructure settings. This ensures continuous operation and data security even in the most challenging environments, including:
- Offline case documentation and follow-up.
- On-device radiological interpretation.
- Patient education modules in local languages.
- Secure, local EHR integration.
4. Clinical Language Safety Layer
Every output passes through a multi-tiered clinical safety filter designed to detect and mitigate:
- Overconfidence in uncertain conclusions.
- Hallucinated diagnoses or treatments.
- Non-medically recognized terminology.
- Inappropriate or dangerous advice.
Modeled on safety practices from aviation AI and FDA-aligned medical devices.
5. Data Privacy & Compliance
Engineered with data sovereignty and privacy at its core:
- Anonymized, encrypted local caching.
- No forced cloud sync.
- Audit trails for access and inference.
- HIPAA & GDPR-aligned.
- Role-Based Access Controls (RBAC).
Our proactive approach to data governance and regulatory alignment is fundamental to building enduring trust with patients, clinicians, and partner institutions worldwide.
6. Personalized Patient Engagement & Education
Engineered with data sovereignty and privacy at its core:
- Plain Language Explanations.
- No forced cloud sync.
- Customized Educational Materials.
- Adherence & Follow-up Support.
Empowering patients with clear, personalized information fosters a stronger patient-clinician partnership and promotes active participation in their own healthcare journey.
SADI-MGPT Technical Profile
| Attribute | Value |
|---|---|
| Current Parameter Count | 3 Billion (3B) |
| Target Scale | 70 Billion+ (Next-Gen Pipeline) |
| Vision Backbone | ResNet+Swin Fusion + Custom Transformer Decoder |
| Language Base | Clinically adapted GPT architecture |
| Multilingual Support | 30+ languages; optimized for Dari, Pashto, Hindi, Arabic, Swahili |
| Inference Speed (local) | ~90ms latency on RTX 5090 |
| Data Modalities | Text, Image, Structured EMR, Audio (beta) |
SADI-MGPT Use Cases
Transforming clinical workflows across diverse healthcare settings.
Tertiary Hospitals
Used as an assistive tool to cross-check radiologist impressions, help junior residents draft accurate discharge summaries, and streamline complex case reviews.
Surgical Operating Theaters
Assists in real-time tissue interpretation from intraoperative histology, providing rapid insights during critical procedures.
Rural Clinics (Offline Mode)
Deployed to RTX 5090 laptops for offline diagnostic support, intelligent documentation automation, and patient education in resource-limited environments.
Field Research
Utilized by epidemiological researchers to triage imaging data and summarize findings from population health scans, especially in post-disaster or remote zones.
Academic Institutions
Adopted by universities to simulate board-style diagnostic decision-making, train AI-literate medical professionals, and support advanced research.
Pharmaceutical R&D
Supports drug discovery by analyzing pre-clinical imaging, synthesizing trial data, and identifying potential biomarkers or adverse event patterns from extensive literature.
Competitive Differentiators
Why SADI-MGPT stands apart in the medical AI landscape.
- **Runs across cloud, on-prem, and offline** – unmatched deployment flexibility.
- **Truly Multimodal** – vision + language + structured data fused into one cohesive model.
- **Zero-Dependency Inference** – full functionality in air-gapped, secure installations.
- **Purpose-Trained for Healthcare** – not a repurposed general AI; deep clinical domain adaptation.
- **Compliant and Traceable** – built for auditability and regulatory pathways, not just accuracy metrics.
- **Global Language Capacity** – aligned to LMIC and emerging market deployments for true health equity.
Roadmap (2025–2026)
Our ambitious path forward to scale our impact and innovation.
SADI-MGPT v2 Release
Upgrade to 70B+ multimodal parameter space, enhancing reasoning and contextual understanding.
Regulatory Milestones
Achieve ISO 13485 certification and pursue CE/FDA-equivalent clearance for select diagnostic tasks.
Global Deployment Expansion
Active deployment in 50+ countries, with a focus on conflict, recovery, and underserved zones.
Medical Education Suite
Launch a comprehensive education suite and open knowledge portal by 2026 to foster AI literacy in medicine.
SADI-MGPT is not just a medical chatbot. It’s a domain-native, multimodal, safety-aware intelligence engine for clinical decisions—scalable from field laptop to national health cloud. It represents the most comprehensive AI product ever developed for modular diagnostic intelligence and the first designed to serve the entire medical infrastructure spectrum.