AEcelerate
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Meet the team building the evidence layer for clinical research and the offices where the work happens.

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Who We Are
TeamFounders, advisors, cliniciansCorporateMission, vision, and principlesOfficesChicago · Wilmington · Greensboro · London ON
Evidence & Knowledge
PublicationsPeer-reviewed work by our teamResourcesRegulatory references & literatureResearchIndia immersion & field researchPatentUSPTO filing, patent pendingConferencesExhibits & events, GHE 2026 Riyadh

A governed clinical-data foundation, an AI reasoning layer, and a human-in-the-loop review surface, built to meet trial deadlines.

See the architecture
The ShiftWhy the model is changingStakeholdersProviders · CROs · SponsorsIntegrationsEpic, OpenFDA, ClinicalTrials.govVaultSecure clinical-data foundationPulseAI reasoning and AE detectionNavigatorHuman-in-the-loop reviewOur ProductsThe three systems of AEcelerate

Modular solutions for EHR and EDC connectors, survival outcomes, clinical training, analytics, and medical AI fine-tuning.

Browse all solutions
EHR ConnectorsLive FHIR-based ingestionEDC ConnectorsBidirectional EDC syncSurvival OutcomesEndpoint analysisClinical SkillsTraining and assessmentHealth AnalyticsCohort and population insightsMed AI FinetuneDomain-tuned clinical models

AI agents that serve both sides of the visit: how patients reach care and how clinicians run it.

Open Agent Clinic
Patient Engagement & Access
Health OutreachIdentify and reach candidatesAccess OptimizationEligibility and coverageDigital Intake & TriageSelf-serve intakeVisit ReadinessPre-visit preparationLongitudinal CareContinuous monitoringCare Continuity & Follow-UpPost-visit loop closureAdherence & MonitoringProtocol compliance
Clinical Workflow Intelligence
Pre-Visit IntelligenceBrief the clinicianAI Documentation & Visit CopilotNote drafting in real timeCare PlanningPlan-of-care generationReferral CoordinationClosed-loop referrals

Operations across the United States, Canada, the Gulf, and Latin America; supporting sponsors and providers locally.

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USAChicago · Wilmington · GreensboroCanadaLondon, OntarioThe GulfGCC clinical operationsLatin AmericaLATAM partner network
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Solutions

Six jobs your team still does by hand.

Purpose-built products that replace the spreadsheet, the reconciliation call, and the late-stage audit.

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The products

Four jobs. One stack.

Each solution reads from the same governed record. Grouped here by the job it does on your trial.

Connect

Wire the chart and the CRF into the Vault, live and reconciled.

Analyze

Endpoints, subgroups, and populations on governed data.

Train

Sites aligned to the protocol, from onboarding to recertification.

Build

Clinical models tuned, evaluated, and deployed inside the Vault.

Connect

EHR Connectors

The clinical world’s data, already wired in.

Built for

Health systems · Academic medical centers · Site networks · Sponsors

AEcelerate ingests clinical signals directly from the EHR systems your sites already run. FHIR R4-based streams bring progress notes, labs, vitals, and medications into the Vault in near real time; turning the chart into the source of evidence for every downstream workflow.

  • FHIR R4 ingestion
  • PHI masking boundary
  • Per-site configuration
  • Audit-grade lineage
  • EHR-agnostic
  • Live, not nightly
Connect

EDC Connectors

The CRF and the chart, finally in agreement.

Built for

CROs · Sponsors · Data management teams

CRF data round-trips with the Vault so reconciliation runs itself. Schema-driven mapping with auditable lineage turns weeks of clinical data ops into a continuous, queryable loop; discrepancies surface before they become queries.

  • Pre-built EDC adapters
  • Schema-driven mapping
  • Query generation
  • Lineage and audit
  • Reconciliation engine
  • Sponsor-ready exports
Analyze

Survival Outcomes

Endpoint analysis without the spreadsheet.

Built for

Biostatistics · Oncology teams · Health economics

Kaplan-Meier, Cox proportional hazards, and competing-risks models run on harmonized trial data, with results reviewers can verify in one click. From CSR tables to publication-grade figures, the analytical layer is built on the same governed data the trial uses.

  • Pre-built pipelines
  • Subgroup analysis
  • CSTable export
  • Competing risks
  • Sensitivity analyses
  • Reproducible runs
Analyze

Health Analytics

Population insight from the data already in the Vault.

Built for

Sponsors · RWE teams · Medical affairs

Cohort discovery, treatment-pattern analysis, and feasibility signals; built on the same governed layer the trial uses. Skip the extract, transform, load loop. The analytics surface reads from the Vault and writes back de-identified, sponsor-ready outputs.

  • Cohort definitions
  • Site feasibility scoring
  • Treatment-pattern analysis
  • De-identified outputs
  • Real-world evidence
  • Saved views and alerts
Train

Clinical Skills

A training surface that mirrors your protocol.

Built for

Coordinators · Sub-investigators · Sites

A training and assessment surface built for clinical operations teams. Role-based scenarios, deterministic grading, and credential tracking; useful for onboarding coordinators, standardizing chart review, and keeping sites aligned with the latest protocol.

  • Scenario library
  • Deterministic grading
  • Credential tracking
  • CITI-aligned modules
  • Adaptive assessments
  • Multi-language
Build

Med AI Finetune

Domain-tuned clinical models, on your data, in your vault.

Built for

ML engineering · Clinical AI leads · Sponsor AI programs

Bring your own base model and we fine-tune, evaluate, and deploy it behind the same governance layer as the rest of the platform. Every training run, every evaluation, every deployed artifact is reproducible, auditable, and never leaves the Vault.

  • Bring-your-own model
  • Evaluation harness
  • Reproducible training
  • Deploy behind RBAC
  • Continuous evaluation
  • Safe-by-default
Get started

See a solution in your data.

Tell us which module matters most and we will scope a working demo on real trial data; with the same governance, the same lineage, the same audit story the submission will carry.

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Built on the evidence layer · 21 CFR Part 11 · HIPAA aligned · ICH E2B(R3) · FHIR R4 native · MedDRA + WHODrug