Healthcare & Research
Sensitive clinical and research data never traverses open ports or VPNs. The Agentic API provides scoped access to on-premise processing machines; Smart Automation orchestrates compliant, auditable pipelines — HIPAA, GDPR, and GCP-ready by design.
The Pattern
Data Stays On-Premise. Pipelines Are Automated.
Healthcare and research data processing has non-negotiable constraints: data must remain within compliant infrastructure, access must be scoped and auditable, and pipelines must be reproducible. The Agentic API's zero-trust architecture means no data traverses open ports or VPNs. Folder-level scoping ensures processing scripts can only access explicitly authorized directories. Smart Automation orchestrates compliant, scheduled pipelines from a plain-English description.
Agentic API — Zero-Trust On-Premise Access
Data never leaves compliant infrastructure. Scoped folder access ensures each processing script can only reach explicitly authorized directories — critical for HIPAA, GDPR, and GCP compliance.
Smart Automation — Compliant Pipeline Orchestration
Writes clinical data pipelines once from plain-English descriptions of the workflow. Schedules them, validates outputs, and maintains audit trails — all without manual intervention.
Core Scenarios
DICOM Processing, HL7/FHIR Pipelines, and Genomics.
Medical Imaging Processing (DICOM)
Segmentation offloading: Upload DICOM files to a GPU machine running a segmentation model via Agentic API. Smart Automation orchestrates upload → execute → retrieve → archive automatically without exposing the machine to the internet.
Batch anonymization: Smart Automation generates a DICOM anonymization script (writing phase); it runs nightly on an on-prem machine via Agentic API, stripping PHI before data is shared with research partners.
Multi-site aggregation: Smart Automation collects processed imaging results from multiple hospital machines via Agentic API and aggregates them into a central research database — fully scoped per site.
Clinical Data Pipelines (HL7 / FHIR)
Smart Automation pulls HL7 or FHIR exports from clinical systems on a schedule. Normalization scripts (SNOMED/LOINC mapping) are executed on a dedicated processing machine via Agentic API. Mapped records are written to a research data warehouse. Failed mappings are flagged for manual review with full context preserved.
Genomics & Bioinformatics
Upload raw sequencing data (FASTQ files) to a high-CPU/RAM compute node via Agentic API. Smart Automation triggers alignment, variant calling, and annotation pipelines (BWA, GATK, SnpEff). Processed VCF files are downloaded and archived; run metadata is logged for reproducibility.
More Scenarios
Clinical Trials, Compliance Auditing, and Pharmacovigilance.
Clinical Trial Data Management
Smart Automation collects CRF exports from multiple trial sites via Agentic API. Runs validation checks (range checks, consistency rules) using pre-written Python scripts. Generates per-site data quality reports for the data management team automatically.
Regulatory Compliance Auditing
Smart Automation reads audit log files from clinical systems via Agentic API (read-only scoped access). Parses and summarizes access patterns using Gemini Flash. Flags unusual access (off-hours logins, bulk downloads) and generates compliance reports.
Research Instrument Data Collection
Lab instruments (mass spectrometers, sequencers) write output files to local machine directories. Agentic API reads those directories on a schedule; Smart Automation processes and archives results. Researchers receive automated summaries without manual file retrieval.
Pharmacovigilance Analysis
Smart Automation pulls adverse event reports or prescription data from clinical systems. Runs signal detection scripts on a compute node via Agentic API. Results feed into a pharmacovigilance dashboard; significant signals trigger immediate alerts.
Compliance Architecture
HIPAA, GDPR, and GCP-Ready by Design.
Agentic API's zero-trust architecture means data never traverses open ports or VPNs. Folder-level scoping ensures processing scripts can only access explicitly authorized directories. Every access grant is a scoped, time-bounded, instantly revocable project — with a complete audit trail by design.
Data Residency
Clinical data stays on-premise on authorized machines. No data traverses open ports or external networks during processing.
Scoped Access
Each pipeline has a dedicated project with explicit folder ACLs. No script can access data outside its authorized directory scope.
Instant Revocation
Delete a project and all access is revoked immediately. No user accounts, no lingering credentials, no residual access paths.
Use Cases
More Use Cases
← Previous
DevOps & Infrastructure Management
Fleet-wide patching, health monitoring, and CI/CD on private runners — all driven by runbooks defined once in Smart Automation and executed across every registered device via Agentic API.
Next →
Finance & Quantitative Analysis
Fan out backtesting configurations across compute nodes via Agentic API, collect results, and rank by Sharpe ratio automatically. Regulatory reporting scheduled and delivered without a single manual step.
Products
Explore What awaBerry Offers
Products
awaBerry Anywhere
awaBerry Anywhere is a zero-trust remote access platform that gets any device — cloud server, laptop, or SoC hardware — securely accessible from anywhere in minutes. No VPNs, no open inbound ports, no complex configuration or additional remote connection software. Works on any MAC - yes even an old Apple macbook from 2012. Works on any Ubuntu / Debian / Redhad based LINUX. Works on any Windows which supports the Windows Subsystem for Linux (WSL).
Connect Devices
Flexible onboarding for any hardware — in any environment.
#Linux
#macOS
#Server
#Docker containers
#SoC devices
#True Headless Device Installation
#Windows
#Bespoke OS installation
#Shared device access
Read more →
Secure Remote Access
Full control and activation via the awaBerry web dashboard.
#Web SSH
#Anywhere Shell
#Zero-Trust Port Forwarding
#No VPN
#Remote Desktop (VNC/RDP)
#Securely Connect To Any Port
#NoOpenFirewallPorts
#Web-based file transfer
#Zero-Trust
#Web-to-local
Read more →
Products
awaBerry Device Automation
awaBerry Automation is the combination of two tightly integrated products that together form a complete, AI-native automation platform.
#Local Execution
#Gemini CLI
#Gemini CLI GUI
#Zero Token Cost
#Agentic API
#AI-Powered Automation
#Encrypted Tunnels
#Device Fleet
#Plain English
#Scheduled Tasks
#Device-access-as-a-Service
Smart Automation Framework
Uses the Google Gemini CLI to translate plain-English instructions into executable scripts — run on your local devices on a schedule. AI tokens are spent exactly once to generate the logic; every subsequent execution costs nothing.
Read more →The Agentic API — Secure, programmatic device access
Secure, zero-trust device access as-a-service. Exposes your registered devices to programmatic access via encrypted tunnels — grant AI agents, scripts, or collaborators precisely scoped access.
Read more →The Power of Combination — Intelligence meets reach
Fundamentally different: a complete, AI-native automation platform — across every device you own, anywhere in the world.
Read more →Plans
Start for Free. Scale as You Grow.
Business
Automate operations, manage fleets, and enable secure remote work for your entire team.
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Private
Access your home devices, automate personal tasks, and share access with family — for free.
Freemium Plan Available
Research
Access lab hardware, automate data collection, and collaborate across institutions.
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Compliant clinical data pipelines, fully automated
Data on-premise. Pipelines automated. Compliance built in.
