AMIRI XI
Strategic consulting at the intersection of artificial intelligence, healthcare, and systems design.
Services
What we build and advise on.
Clinical AI Systems
Deploying AI that clinicians trust and workflows absorb. Healthcare is the flagship.
- +Ambient documentation and coding automation
- +Denial prevention and revenue defense
- +HIPAA-aware ML pipelines on AWS
- +EHR integration architecture
AI Strategy & Advisory
For organizations evaluating, building, or scaling AI. From architecture review to production.
- +Technical due diligence and architecture review
- +Build-vs-buy analysis for ML systems
- +AI readiness assessments
- +Production ML pipeline design
AI Integration & Enablement
Helping teams adopt AI effectively. From workflow redesign to hands-on implementation across industries.
- +AI workflow design and process automation
- +LLM integration for internal tools and operations
- +Computer vision and NLP deployment for domain-specific use cases
- +AI literacy programs for non-technical leadership
Research Partnerships
Geometric machine learning, representation learning, trustworthy AI. Theory to deployment.
- +Collaborative research programs
- +Geometric ML and representation learning
- +Publication and conference strategy
- +Patent development and IP architecture
Process
How we work.
Discovery
25-minute working session. We map your problem, constraints, and success metrics. No pitch decks. Just first principles.
Scope
A clear proposal within 48 hours: deliverables, timeline, investment. If the fit is wrong, we say so.
Execute
Sprint-based delivery. Weekly checkpoints. Every output measured against the metrics we agreed on in Step 1.
Clients
Who we serve.
- Health systems deploying clinical AI
- Med-tech companies shipping ML into regulated environments
- Organizations evaluating AI strategy and readiness
- Students and professionals seeking technical mentorship
- Researchers bridging academic methods to production systems
Contact
Start a conversation.
25-minute discovery session. No obligation.
Book a Consultation