Strings
Strings is an AI-powered healthcare IT platform that provides fully-managed workflow monitoring, application performance monitoring, and automation across EHRs, PACS, and clinical systems for hospitals and health networks, now operating as a subsidiary of 3DR Labs.
- Company typePrivate
- Founded2025
- HeadquartersSacramento, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Strings does
Strings is a Sacramento-based, AI-powered healthcare IT company that provides a fully-managed enterprise platform for real-time workflow, application, and infrastructure monitoring and optimization across clinical environments. The company's core product is the Strings Platform, which centralizes monitoring of EHRs, PACS, VNAs, DMSs, and data lakes through a single pane of glass, and automates clinical and IT workflows via a proprietary micro-workflow architecture that breaks complex processes into event-triggered, self-healing tasks. The platform processes approximately 3 billion data points every 10 seconds and integrates with healthcare data standards (HL7, DICOM, FHIR), with named integrations including Epic. Headline use cases include stroke case orchestration (reducing 25 minutes to 6 minutes), elimination of 467 manual swivel-chair hours per use case, and $1.5M in realized POCUS billing capture.
The company traces its heritage to Paragon Health IT, whose co-founders (Jef Williams, Barbara Smith, Val Kapitula, Eric Rice) collectively hold 200+ years of healthcare IT subject matter expertise and 30+ years of industry presence. In January 2025, Paragon Health IT divested its Paragon Consulting Partners division and rebranded as Strings to focus on the AI-driven platform. In September 2025, Strings was acquired by 3DR Labs of Louisville, Kentucky, creating a combined entity spanning AI-driven workflow automation and advanced image post-processing across a network of 300+ radiologic technologists and 2M+ processed patient cases. The company operates as a wholly-owned subsidiary of 3DR Labs.
Strings generates revenue through enterprise SaaS and managed services contracts with healthcare delivery organizations, supplemented by professional services for implementation, KPI definition, alerting setup, and ongoing optimization. Pricing is not publicly disclosed and is quote-based, reflecting a consultative enterprise sales motion targeting integrated health networks, academic medical centers, community hospitals, and IT/medical device companies. Distribution combines direct enterprise sales with strategic technology partnerships — notably Dell Technologies (Imaging as a Service, November 2024) and Mach7 Technologies (September 2024) — that embed Strings' capabilities into broader healthcare imaging and IT infrastructure offerings. The company maintains 11-50 employees and is headquartered in Sacramento, California, with parent operations in Louisville, Kentucky.
Strings firmographics
Firmographics- Name
- Strings
- Legal name
- Strings
- Website
- https://stringsdata.com
- Company type
- Private
- Founded year
- 2025
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Strings is an AI-powered healthcare IT platform that provides fully-managed workflow monitoring, application performance monitoring, and automation across EHRs, PACS, and clinical systems for hospitals and health networks, now operating as a subsidiary of 3DR Labs.
- Ownership category
- akta.pro rank
Strings industry classification
Industry- Product category
- Healthcare IT Workflow Automation
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- Imaging Workflow Orchestration & Modality Worklist (MWL)/Scheduling (HLACALAE)
- akta.pro secondary industries
- Data Aggregation, Interoperability & APIs for RPM (FHIR/IoMT Gateways) (HLACAFAO), AI/Analytics for RPM (Risk Stratification, Alerts, Predictive) (HLACAFAM), iBPMS (Intelligent BPM Suites) & Process Automation Suites (HDAEAHAG)
Keywords
Where Strings is headquartered
LocationHeadquarters
- HQ city
- Sacramento
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Strings business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales
Revenue model
- Enterprise SaaS/Managed Services: Fully-managed platform providing workflow monitoring, application performance monitoring, and workflow automation as a service. Delivered as a managed service with professional services for implementation, KPI definition, and ongoing optimization.
- Professional Services: Consulting services for implementation, KPI definition and refinement, alerting and reporting setup, and operationalizing performance monitoring. Includes weekly collaboration sessions with clients to review alerts and establish actionable plans.
Go-to-market motion1 record
Distribution channels2 records
Marketing channels7 records
Strings product offering
Product offeringCore offering
Strings provides a fully-managed, AI-powered enterprise platform for real-time monitoring and optimization of healthcare IT workflows, applications, and infrastructure. The platform centralizes visibility across EHRs, PACS, VNAs, and DMSs through a single pane of glass, automates clinical micro-workflows, and uses agentic AI to enable self-healing automations and reduce root cause discovery from months to minutes. It is delivered as a managed service with professional services for implementation, KPI definition, and ongoing optimization.
Product overview
Strings is a fully-managed, AI-powered enterprise workflow, application, and infrastructure monitoring and optimization platform designed specifically for healthcare organizations. The core Strings Platform unifies enterprise IT visibility through a single pane of glass, connecting disparate clinical data silos including EHRs, PACS, VNAs, and DMSs. The platform's central innovation is its Micro-Workflows capability, which breaks complex clinical processes into automated, event-triggered tasks. These micro-workflows are orchestrated through the Workflow Orchestration engine and supported by Data Banding and Enrichment, Visualization Dashboards, and Self-Healing Automations. Agentic AI powers proactive IT operations management, while Application Performance Monitoring delivers real-time insights into infrastructure health. The platform integrates with Epic and other EHR systems, processes HL7/DICOM/FHIR transactions, and serves community hospitals, integrated healthcare networks, academic medical centers, and IT/medical device companies.
Differentiator
Problem solved
Functional benefit
Products and services
- Strings Platform AI-powered enterprise workflow, application, and infrastructure monitoring and optimization platform for healthcare. Provides real-time visibility across clinical IT ecosystems through a single pane of glass, connecting EHRs, PACS, VNAs, and DMSs. Delivered as a fully-managed service for healthcare delivery organizations.
- Stroke Case Orchestration Automated stroke care team monitoring and orchestration. Triggered by stroke case arrival, prompts NIH stroke score search within the EHR, and saves data to a stroke coordination app, reducing orchestration time from 25 minutes to 6 minutes.
- POCUS Billing Automation Point-of-care ultrasound billing automation that enables real-time queries against EHR solutions to present patient lists and encounters by location on POCUS modalities, associating imaging data to patient charts for enterprise-scale billing workflows, realizing $1.5M in billing capture.
- EPIC Workflow Integration Dedicated integration with Epic EHR for automated workflow execution. Enables automatic capture of stroke scores, medications administered, and lab results based on EHR triggering events, with workflows triggered by EHR events automating data capture and entry between Epic and specialty applications.
Quantifiable outcome
- Eliminates 467 hours of manual swivel chair workflow per use case
- +7 more outcomes
Companies that use Strings
Customer profileNamed customers1 record
Segments3 records
Ideal customer profiles2 records
Strings technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration6 records
AI capability8 records
Feature6 records
Strings partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered core and major.
- 3DR Labscore3DR Labs of Louisville, Kentucky acquired Strings in September 2025, creating a comprehensive suite of AI-driven imaging and workflow automation solutions. The acquisition combines 3DR's advanced image post-processing capabilities (with over 2 million patient cases processed and a network of 300+ radiologic technologists) with Strings' AI-driven workflow monitoring and automation platform, forming a medical imaging industry leader focused on increasing clinical efficiency, reducing costs, and improving patient care.
- Dell TechnologiesmajorParagon Health IT (now Strings) announced a collaboration with Dell Technologies in November 2024 to elevate Dell's Imaging as a Service offering with advanced performance monitoring and workflow automation. The partnership integrates Strings' monitoring and automation capabilities into Dell's enterprise imaging infrastructure.
- Mach7 TechnologiesmajorMach7 Technologies partnered with Strings to strengthen workflow monitoring and enable automated system optimization. The partnership enhances workflow monitoring capabilities and streamlines system optimization for healthcare organizations using Mach7's enterprise imaging platform.
Scale indicators6 records
Recent moves7 records
Expansion highlights5 records
Strings competitors and assessment
Company assessmentDirect peers
- Commure: Commure (parent of Augmedix) provides a healthcare workflow automation and data platform integrating with EHRs to streamline clinical and operational workflows — directly overlapping Strings' EHR-driven workflow automation and AI-enabled IT management.
- Notable: Notable delivers AI-driven automation of clinical and administrative workflows (patient intake, ambient documentation, EHR tasks) targeting the same health-system buyers, with a comparable automation-between-EHR-and-specialty-apps thesis.
- Qventus: Qventus offers an AI-based operations platform automating hospital workflows (OR scheduling, discharge planning, ED throughput). Comparable to Strings in applying AI to enterprise clinical workflow orchestration and IT/operations monitoring at health systems.
- LeanTaaS: LeanTaaS provides AI-powered hospital operations and workflow optimization software (capacity management, patient flow) sold into similar health system customers (IDNs, AMCs, community hospitals) — directly comparable to Strings' healthcare enterprise workflow automation play.
Broad incumbents
- Health Catalyst: Health Catalyst provides enterprise health data, analytics, and workflow improvement solutions to health systems. Comparable at the layer of data-driven operational and clinical workflow improvement across hospitals, though broader in scope.
- Olive AI: Olive was a prominent healthcare AI workflow automation company serving hospitals with bot-based process automation across revenue cycle, supply chain, and clinical workflows — broadly comparable to Strings' enterprise automation thesis.
- ServiceNow (Healthcare & ITSM): ServiceNow's enterprise workflow automation and ITSM platform serves healthcare IT teams with monitoring, incident response, and workflow orchestration. Comparable at the enterprise IT operations automation layer, though it is a broad incumbent rather than a healthcare-specialist.
Emerging players
- Memora Health: Memora Health offers an AI-powered workflow platform for patient engagement and care follow-up, integrating with EHRs (including Epic). Overlaps Strings in clinical/EHR workflow automation but focuses on patient-facing rather than enterprise-IT workflows.
Others
- Intelerad Medical Systems: Intelerad provides enterprise imaging IT (PACS, VNA, radiology workflows) for hospitals, overlapping with the imaging-IT ecosystem where Strings operates its micro-workflow automation and monitoring layer.
- Mach7 Technologies: Mach7 is a named Strings integration partner providing enterprise imaging platforms (VNA, PACS). Adjacent rather than competitive — both companies serve medical imaging buyers and the partnership extends Strings' distribution.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
Strings social profiles
Digital presenceStrings financial estimates
Financial estimateRevenue estimate
Valuation estimate
Strings leadership team
Management profileNumber of profiles
Profiles4 records
Strings funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Strings M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Strings
What does Strings do?
Strings provides a fully-managed, AI-powered enterprise platform for real-time monitoring and optimization of healthcare IT workflows, applications, and infrastructure. The platform centralizes visibility across EHRs, PACS, VNAs, and DMSs through a single pane of glass, automates clinical micro-workflows, and uses agentic AI to enable self-healing automations and reduce root cause discovery from months to minutes. It is delivered as a managed service with professional services for implementation, KPI definition, and ongoing optimization.
Is Strings a public or private company?
Strings is a private company. It is classified as corporate owned and is currently acquired.
When was Strings founded?
Strings was founded in 2025. It employs 11 to 50 people.
Where is Strings based?
Strings is headquartered in Sacramento, United States, in the North America region.
How does Strings make money?
Two revenue lines are on record. Enterprise SaaS/Managed Services are the primary driver. The others are professional Services.
Who are Strings's main competitors?
Direct peers on record are Commure, Notable, Qventus and LeanTaaS. Broad incumbents are Health Catalyst, Olive AI and ServiceNow (Healthcare & ITSM). Memora Health is listed as an emerging player. Others are Intelerad Medical Systems and Mach7 Technologies.
Does Strings have an API?
No public API is recorded for Strings.
What industry is Strings in?
Strings's product category is Healthcare IT Workflow Automation. Its primary akta.pro industry code is HLACALAE, Imaging Workflow Orchestration & Modality Worklist (MWL)/Scheduling, with a secondary code of HLACAFAO, Data Aggregation, Interoperability & APIs for RPM (FHIR/IoMT Gateways). Its NAICS code is 541511 and its SIC code is 7370.