Connecting Patients, Research & Intelligence for Better Outcomes

One integrated ecosystem that turns biological complexity into precision therapeutic decisions.

AiM One Health connects patients and communities, an open clinical & scientific network, and a governed AI core platform into one explainable, fully traceable system — turning consented data, multi-omics, and live evidence into precision decisions for the diseases that need them most: rare disease, oncology, and immune disorders. Better outcomes, accelerated research, real-world impact.

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AiM One Health workspace · illustrative
AI Discovery
Multidisciplinary
Evidence Intel
Virtual Cell
Gene Fold
Translational
Explainable AI
Governance
Traceability
The Ecosystem

An integrated ecosystem for clinical intelligence.

Connecting patients, research, and intelligence — from community and consented data, through an open scientific network and a governed core platform, to precision decisions and measurable impact.

Communities & External Partners

Foundations

  • Patient Support
  • Grants & Funding
  • Community Programs

Patients

  • Patient Engagement
  • Data Sharing (Consented)
  • Journey & Outcomes
Value Exchange
  • Trust & Engagement
  • Data in Context
  • Real-World Impact

Clinical & Scientific Knowledge Network

Open Scientific Collaboration

  • Publications
  • Datasets
  • Open Science

Clinical Collective Intelligence

  • Global Expert Community
  • Knowledge Exchange
  • Collaborative Networks

Precision Medicine Knowledge Repository

  • Curated Case Library
  • De-identified Outcomes
  • Patterns & Insights
Value Exchange
  • Collective Intelligence
  • Case Insights
  • Accelerated Discovery

AiM One Health Core Platform

AiM One Health Platform

  • Secure Data Hub
  • AI Orchestration
  • Interoperability
  • Governance & Compliance

Clinical Expert Consortium

  • Multidisciplinary clinical & scientific experts

Claude Science Research

  • Advanced AI Research
  • Hypothesis Generation
  • Evidence Synthesis

Research Data Repository

  • Multi-omic Data
  • Imaging & Signals
  • Real-World Evidence
Value Exchange
  • Unified Platform
  • Scalable Infrastructure
  • Secure & Compliant

Clinical Decision Intelligence Engine

Therapeutic Focus Areas

  • Rare Disease
  • Oncology
  • Muscular
  • Immune Disorders

Computational Therapeutic Modeling

  • Causal Reasoning
  • Virtual Patient Models
  • Scenario Simulation

Precision Therapeutics

  • Target Discovery
  • Treatment Prioritization
  • Precision Care Plans
Value Exchange
  • Explainable Insights
  • Decision Confidence
  • Clinical Utility

Outcomes & Impact

Better Patient Outcomes

  • Personalized, precise, and timely care

Accelerated Research

  • From discovery to impact faster

Economic Value

  • Reduced cost, better ROI for stakeholders

Global Health Impact

  • Accessible solutions for all
Value Delivered
  • Healthier Lives
  • Sustainable System
  • Social Good
Sustainable Values Model
Platform Subscriptions

Healthcare providers, research institutions, and enterprises.

Research Collaboration

Sponsored studies, foundations, and academic partnerships.

Data & Insights Services

De-identified datasets, analytics, and real-world evidence.

AI-Powered Solutions

Decision intelligence, simulations, and precision medicine tools.

Strategic Partnerships

Pharma, biotech, payers, and global health organizations.

Built on Trust, Security, and Ethical Data Governance |Patient Consent |Data Privacy |Regulatory Compliance |Transparency
The AiM One Platform

One platform. Four ways to clinical intelligence.

Not a single product — a clinical intelligence platform that powers Tumor Boards, Research-as-a-Service, Virtual Cell analysis, and enterprise deployment. Tumor Board is one application of the whole.

Clinical Intelligence

Turn difficult cases into evidence-based recommendations

For physicians
Tumor Board PreparationRare Disease AnalysisTreatment EvaluationVariant InterpretationClinical Trial Matching
Request a Case
Research as a Service

Move beyond literature reviews to scientific intelligence

For researchers
Systematic ReviewsDrug MechanismsBiomarker ResearchDisease LandscapeCompetitive IntelligenceEvidence Synthesis
Submit a Research Question
Virtual Cell

Understand biological mechanisms through simulation

For translational research
Mutation AnalysisCellular PathwaysDrug ResponseResistance MechanismsBiological Validation
Explore Virtual Cell
Enterprise Platform

Clinical intelligence integrated into your workflow

For hospitals & health systems
FHIREpicCernerOncologyPathologyClinical ResearchGovernanceAuditAPI
Schedule Enterprise Demo
How It Works

From a clinical question to a defensible report.

One transparent pipeline — the signature of AiM One. Every step is traceable, and a human expert steers before a Red Team challenges the consensus.

01

Clinical Question

A de-identified case, genomic report, or scientific hypothesis comes in.

02

Evidence Discovery

Multi-agent search over live evidence — PubMed, ClinicalTrials.gov, guidelines.

03

Scientific Knowledge Graph

Findings assembled into a structured, provenance-hashed grounding store.

04

Specialist AI Council

A multidisciplinary council of specialist agents reviews the case in parallel.

05

Multidisciplinary Debate

Specialists deliberate; dissent is surfaced, not smoothed over.

06

Weighted Reasoning

Positions are weighted by evidence strength into a coherent recommendation.

07

Human Expert Steering

A clinician steers, corrects, and directs — you stay in control of the call.

08

Red Team Challenge

An adversarial agent tries to refute the consensus before you ever see it.

09

Virtual Cell Validation

Optional computational validation of the biological mechanism at play.

10

Clinical Intelligence Report

A transparent, cited, audit-ready report you can trace, defend, and act on.

Outcomes, not features

Better clinical decisions.

We don’t sell AI agents. We deliver the one thing that matters at the point of care: a decision you can stand behind.

  • Grounded in thousands of scientific publicationsLive-refreshed evidence, not a frozen training snapshot.
  • Multidisciplinary reasoningEvery discipline at the table — no case decided from a single point of view.
  • Explainable recommendationsReasoning you can trace, evidence you can cite — or an honest gap.
  • Transparent evidence & biological validationOptional Virtual Cell validation of the mechanism behind the call.
100%
Citation coverage — abstains rather than fabricates
Minutes
To a full multidisciplinary review, not weeks
Red Team
Challenges the consensus before you see it
Audit
Every decision validated, traceable & defensible
Why we’re different

Not another chatbot. Structured clinical reasoning.

Traditional AIAiM One Clinical Intelligence
Generates answersProduces structured clinical reasoning
Single LLMMultidisciplinary AI council
Limited citationsComprehensive evidence synthesis
No challenge processBuilt-in Red Team validation
Static recommendationsContinuous refinement with human oversight
Limited biological contextOptional Virtual Cell validation
Generic chatbotSpecialty-specific clinical intelligence
Clinical Intelligence Services

A marketplace of specialty intelligence.

Oncology today — and a growing catalog of specialty councils tomorrow. Each service brings the full platform to a domain.

Oncology Intelligence

Tumor boards & treatment strategy

Neurology Intelligence

Complex neuro & neuro-onc cases

Cardiology Intelligence

CHF, ACS & arrhythmia pathways

Rare Disease Intelligence

Multidisciplinary evidence, fast

Genomics Intelligence

Variant interpretation & reporting

Clinical Trial Intelligence

Eligibility-scored trial matching

Virtual Cell Intelligence

Mechanistic simulation & validation

More specialties

New councils — expanding
What You Receive

A tangible Clinical Intelligence Report.

Every request returns a structured deliverable — so you know exactly what you get before you ever commit to a platform deployment.

Executive Clinical Summary

The recommendation, up front.

Multidisciplinary AI Debate

The full deliberation, in the open.

Evidence Library

Every source, cited & linked.

Guideline Comparison

Scored against national guidelines.

Treatment Analysis

Options weighed with trade-offs.

Clinical Trial Matching

Ranked, eligibility-scored trials.

Variant Intelligence

Interpretation with provenance.

Virtual Cell Analysis

Mechanistic validation, optional.

Confidence Assessment

How sure — and where it’s not.

Audit Trail

Every step, defensibly logged.

Use Cases

Organized by workflow, not industry.

Wherever a hard question meets a high-stakes decision, AiM One fits the work you already do.

For Physicians

Prepare a Tumor Board

For Molecular Pathology

Interpret Variants

For Academic Centers

Support Translational Research

For Pharmaceutical Companies

Understand Disease Biology

For CROs

Accelerate Protocol Development

For Precision Medicine

Evaluate Treatment Options

For Rare Disease

Generate Multidisciplinary Evidence

For Health Systems

Deploy Enterprise Intelligence
For Developers

Embed clinical intelligence into your product.

Health systems and vendors can build directly on the platform. Programmatic access to the same council, evidence, and validation.

POST /v1/clinical-intelligence

Clinical Intelligence API

Submit a case, receive a structured, cited report.

POST /v1/tumor-board

Tumor Board API

Convene a multidisciplinary council on demand.

POST /v1/variant-intelligence

Variant Intelligence API

Interpret variants with full provenance.

POST /v1/research

Research API

Generate evidence synthesis programmatically.

POST /v1/virtual-cell

Virtual Cell API

Run mechanistic simulation & validation.

GET /v1/clinical-trials

Clinical Trial API

Eligibility-scored, ranked trial matching.

Our Mission

Democratizing access to
collaborative clinical intelligence.

Historically, multidisciplinary deliberation has only been available to a small percentage of patients. AiM One Health extends coordinated clinical intelligence to every patient — serving oncology today, and expanding into every specialty tomorrow.

<5%
of patients ever sit before a full tumor board
~20
academic centers with full subspecialty depth
8B+
people who deserve the same standard of care
Connected Care Communities

Clinical intelligence that grows with the community.

Each validated decision contributes to a continuously improving ecosystem of operational and clinical intelligence across participating care networks. The more institutions that join, the smarter every member becomes — and every patient benefits.

∞
Cycles of learning — never stops
100%
Decisions validated & auditable
N+1
Every new member improves the whole
Hospital Clinic Network Specialty Research Payer Community AiM
For the first time, I have a tool that lets me model the decision before I make it — and walks me through the evidence at the same time. My residents are learning faster, my patients are safer, and I'm home for dinner. That's three wins from one platform.
EW
Dr. Ellen Whitmore, MD
Chief Medical Officer · Urban Health Network
−23%
Readmissions, year one
94%
Clinician retention
$3.1M
Net annual ROI
2 days
HIPAA audit duration
Go Deeper

Resources for the curious clinician and the careful buyer.

The architecture, the philosophy, and the clinical evidence behind AiM — in formats built for serious readers.

PDF

Whitepapers

Recursive Outcome Loop architecture, Deep Brain orchestration, and multi-agent governance — in depth.

Browse library Articles

Blog & Insights

Field notes on multi-agent clinical simulation, MedBoard deployments, and the future of multidisciplinary care.

Read the blog Live + replay

Webinars & Events

Live walkthroughs of AiM in action, AMAs with our clinical informatics team, and panels with health-system partners.

See upcoming Slides

Conference Decks

HIMSS, HLTH, and ASCO presentations on collective intelligence engineering and the future of multidisciplinary care.

Download decks
Start here

Submit your clinical question.

Upload a de-identified case, genomic report, research question, or scientific hypothesis — and receive a multidisciplinary Clinical Intelligence Report. No software to buy. Experience AiM One before you ever commit to a deployment.

1
Submit QuestionCase, report, or hypothesis
2
Upload DocumentsDe-identified & secure
3
Choose PackagePick your intelligence tier
4
AiM One AnalysisCouncil + Red Team + validation
5
Receive ReportTransparent & cited
6
Meet with ExpertsOptional
Start a Clinical Intelligence Request View Sample Report