Vector.work

What Vector.work does

Vector.work (legal name: Vector.work AI) is a private, remote-first US/Canada healthcare technology company founded in 2025 that operates an enterprise AI platform purpose-built for community health systems. The platform centers on an AI Agent Command Center that orchestrates 47 active AI agents performing live processing, pattern recognition, and real-time data pipeline operations across healthcare workflows including prior authorization, care gap outreach, discharge coordination, clinical decision support, patient engagement, and high-risk patient identification. The company serves hospitals, health systems, and community health organizations ranging from 500+ bed multi-hospital systems to 1-100 bed facilities, targeting enterprise healthcare buyers through a direct field sales motion.

The platform's core technology integrates with Electronic Health Record systems (Epic, Cerner, Allscripts, MEDITECH, and PointClickCare) via SMART on FHIR R4 protocols with OAuth 2.0 authentication. Built on distributed systems architecture using Kubernetes, Kafka streaming, PostgreSQL with pgvector, and AWS infrastructure, the product suite includes Intelligent FHIR Agents, Predictive Analytics claiming 99.1% accuracy in diagnosis prediction, Conversational AI Assistants, Secure Data Pipeline, Custom ML Models with bias detection, AI Governance and Compliance, AI Runtime Protection, and AI Security Asset Management. The platform processes 2.3M+ patient records daily and maintains a 99.9% uptime SLA.

Vector.work operates a subscription-based enterprise revenue model with annual billing, custom quote-based pricing, and a stated 6-month average payback period for customers. Customer-reported outcomes include 47% cost reduction, 23% readmission reduction, 40% administrative task reduction, and 35% patient satisfaction increase, with an average 90-day implementation timeline. The company markets to C-suite executives through 45-minute consultations, custom ROI analysis, and a 4-hour corporate team response commitment. Compliance coverage spans HIPAA, PHIPA, PIPEDA, SOC 2 Type II alignment, FDA SaMD (Software as a Medical Device) frameworks, and SMART on FHIR. The company received the Healthcare AI Innovation Award (2024) and counts former Epic, Cerner, and Google Health leaders among its team. No funding rounds, investors, or ownership structure are disclosed in available data.

Name

Vector.work

Legal name

Vector.work AI

Website

https://vector.work

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Vector.work AI operates an enterprise healthcare AI agentic platform serving hospitals, health systems, and community health organizations. It integrates with Epic, Cerner, Allscripts, MEDITECH, and PointClickCare EHR systems via SMART on FHIR to automate clinical and administrative workflows.

Ownership category

akta.pro rank

Product category

Healthcare AI Platform

NAICS

Computer Systems Design Services (541512), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)

akta.pro primary industry

Employer/Member Engagement Platforms for Provider-Sponsored Plans (HLACAEAM)

akta.pro secondary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

Keywords

• Healthcare AI platform
• FHIR integration software
• Clinical decision support
• Patient risk prediction
• EHR-connected AI agents

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Enterprise AI Platform Subscription: Enterprise healthcare AI platform with subscription-based pricing model. Includes FHIR AI Agents, Predictive Analytics, Conversational AI, and Secure Data Pipeline. Revenue derived from healthcare organization subscriptions with average 6-month payback period and proven ROI timeline.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Vector.work provides an enterprise healthcare AI platform that connects to EHR systems (Epic, Cerner, Allscripts, MEDITECH, PointClickCare) via SMART on FHIR protocols. It delivers FHIR-native AI agents, predictive analytics for patient risk stratification, conversational patient-facing AI assistants, and a HIPAA/PHIPA/PIPEDA-compliant secure data pipeline, sold to hospitals, health systems, and community health organizations on a subscription basis.

Product overview

Vector.work offers a unified enterprise healthcare AI platform designed for community health systems. The core platform, the AI Agent Command Center, integrates multiple specialized modules including Intelligent FHIR Agents for EHR integration, Predictive Analytics for patient outcome forecasting, Conversational AI Assistants for patient engagement, Secure Data Pipeline for HIPAA-compliant data handling, Custom ML Models with bias mitigation, AI Governance & Compliance framework, AI Runtime Protection for real-time monitoring, and AI Security Asset Management. The platform also includes Integration & Support Services for EHR connectivity. Built on SMART on FHIR protocols, the solution connects healthcare organizations' existing Epic, Cerner, Allscripts, MEDITECH, and PointClickCare systems to deliver AI-powered automation with enterprise-grade security.

Differentiator

Problem solved

Functional benefit

Products and services

• Vector.work AI Agent Command Center Unified enterprise healthcare AI platform providing live AI agent processing, multi-agent orchestration, pattern recognition, and real-time data pipeline operations for hospitals, health systems, and community health organizations.

Quantifiable outcome

• 47% cost reduction through AI automation
• +9 more outcomes

Named customers6 records

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability8 records

Feature8 records

Partnerships

Five partnerships are on record, tiered core.

• EpiccoreTechnology or IntegrationEHR integration partner supporting seamless connectivity with Epic systems. Metropolitan Healthcare Network testimonial specifically mentions seamless Epic EHR integration. SOC 2 Type II alignment and HIPAA compliant integration supported.
• CernercoreTechnology or IntegrationEHR integration partner for Cerner/Oracle Health systems. Part of supported EHR ecosystem with SMART on FHIR compliance and secure API connections.
• AllscriptscoreTechnology or IntegrationSupported EHR system with FHIR R4 integration. Part of comprehensive EHR integration support including secure API connections and SOC 2-aligned security controls.
• MEDITECHcoreTechnology or IntegrationSupported EHR system for integration. Part of multi-EHR strategy supporting In-house, PointClickCare, Epic, Cerner, Allscripts, and MEDITECH systems.
• PointClickCarecoreTechnology or IntegrationSupported EHR/EHR system for long-term care and senior living environments. Part of supported EHR ecosystem with FHIR integration capabilities.

Scale indicators12 records

Recent moves5 records

Expansion highlights6 records

Direct peers

• Commure (including Augmedix): Healthcare AI platform (post-Augmedix acquisition) offering ambient clinical documentation and provider workflow automation. Competes directly for the same hospital-system AI agents budget.
• Innovaccer: Healthcare data and analytics platform with FHIR-based integration and AI-driven care management workflows. Competes with Vector.work on care gap outreach, care management, and population health AI.
• Glass Health: AI clinical decision-support platform for clinicians with differential diagnosis and treatment plan generation. Overlaps with Vector.work's predictive analytics and clinical decision support modules.
• Suki AI: AI clinical assistant for clinicians that automates documentation, coding, and EHR workflows. Directly comparable in delivering EHR-integrated AI agents into hospital systems.
• Nabla: AI copilot for clinicians that generates notes, letters, and coding from patient encounters, with EHR integration. A direct competitor in EHR-integrated AI agents for hospital systems.
• Abridge: AI medical scribe and clinical conversation platform that generates structured notes from patient-provider encounters with EHR integration. Competes for the same hospital-system budget on ambient AI documentation.
• Hippocratic AI: Builds healthcare-specialized LLM agents for clinical and operational workflows (similar to Vector.work's agentic AI approach). Competes for the same healthcare enterprise buyer with safety- and compliance-focused positioning.

Broad incumbents

• Google Cloud Healthcare (Google Health): Google's HIPAA-compliant healthcare AI/ML platform including MedLM and Vertex AI healthcare workflows. Competes broadly with Vector.work's predictive analytics and FHIR-integrated AI capabilities.
• Microsoft Cloud for Healthcare: Broad healthcare data and AI platform from Microsoft (with Nuance DAX Copilot) that competes for the same enterprise healthcare AI budget with deep distribution through Azure and existing health system contracts.
• Epic Systems: Dominant EHR vendor that has been embedding AI agents and FHIR-native workflows directly into its platform. Represents both a key integration partner (per Vector.work's claims) and a strategic threat that controls the end-buyer relationship.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights6 records

Customer concentration

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Vector.work