Assemble
Assemble is a private AI platform for hospital operations management, serving healthcare systems with AI-powered workflows for daily huddles, patient rounding, quality improvement, and shift handoffs across executive, nurse manager, and charge nurse personas.
- Company typePrivate
- Founded2022
- HeadquartersNew York, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Assemble does
Assemble is a private, New York-based software company founded in 2022 that builds an AI platform for hospital and health system operations. The product unifies fragmented operational data sources and delivers AI-powered workflows for frontline nursing leadership tasks including daily huddles, patient and staff rounding, quality improvement, and shift handoffs. The platform is architected around a core AI engine with three persona-aligned modules: Leadership Visibility for executives, Unit-Level Clarity for nurse managers, and Confidence in Care for charge nurses and shift leads.
The underlying technology combines natural language processing, generative AI, and process automation to transform messy operational data into actionable insights and contextual guidance at the point of care. AI modalities include text-based workflow generation and structured-data processing of departmental and unit-level performance metrics. Assemble holds SOC 2 Type 2 compliance, a relevant gating credential for enterprise healthcare buyers.
Commercially, Assemble operates a SaaS subscription model sold through a direct enterprise sales motion to hospitals and health systems. Pricing is custom and not publicly disclosed. The company reports customer outcomes including a 25%+ reduction in hospital-acquired conditions, a 10%+ increase in patient satisfaction scores, and more than 5 hours of reduced administrative burden per nurse leader per week, with a stated 90-day transformation timeline. To date, Assemble has raised approximately $7.3 million across two disclosed funding rounds, the most recent being a $6.1 million round in July 2025.
Assemble firmographics
Firmographics- Name
- Assemble
- Legal name
- Assemble
- Website
- https://ComeAssemble.com
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Assemble is a private AI platform for hospital operations management, serving healthcare systems with AI-powered workflows for daily huddles, patient rounding, quality improvement, and shift handoffs across executive, nurse manager, and charge nurse personas.
- Ownership category
- akta.pro rank
Assemble industry classification
Industry- Product category
- Healthcare Operations Software
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro industry
- Digital Process Automation (DPA) & Orchestration SuitesHardware, Technology & Telecom/Enterprise Platforms & Databases/Business Process Management (BPM), Workflow & Automation PlatformsIT Workflow Automation & Orchestration PlatformsHardware, Technology & Telecom/Enterprise Platforms & Databases/Enterprise Service Management (ITSM/ESM) Platforms
Keywords
Where Assemble is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Markets served
Assemble business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- Healthcare AI Platform Subscription: SaaS subscription model for healthcare AI platform providing AI workflows, operational visibility, and quality improvement tools to hospitals and health systems
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise healthcare AI platform - pricing by custom quote |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels3 records
Assemble product offering
Product offeringCore offering
Assemble provides an AI-powered healthcare operations platform that enables hospital leaders to manage, understand, and act on operational data in a single system. The platform delivers standardized AI workflows for daily huddle, patient and staff rounds, quality improvement, and shift handoff, with persona-specific modules for executives, nurse managers, and charge nurses.
Product overview
Assemble is a unified AI platform for healthcare operations management, consisting of a core AI platform with integrated modules. The platform is architected around the Assemble AI Platform as the central system, supplemented by three user-segmented modules: Leadership Visibility for executives (providing organizational roll-up reporting and drill-down capabilities), Unit-Level Clarity for nurse managers (delivering AI workflows for huddle, rounding, and staff management), and Confidence in Care for charge nurses/shift leads (enabling quality tools and shift handoffs). The platform also includes AI Workflows for standardizing daily huddle, patient rounds, staff rounds, and quality improvement processes. All components unify data and action in a single platform, simplifying existing healthcare systems and transforming operations within 90 days.
Differentiator
Problem solved
Functional benefit
Products and services
- Assemble AI Platform Unified AI-powered healthcare operations platform that enables leaders to manage, understand, and act on operational data in one place, improving quality and safety outcomes at scale within 90 days for hospitals and health systems.
- Leadership Visibility Executive-level reporting and insights tool that provides timely operational data, enables comparison of departmental performance, and allows drilling down to individual units, with AI-driven roll-up reports capturing previously anecdotal or manually tallied information. Built for VPs and C-suite hospital executives.
- Unit-Level Clarity AI-powered management tool empowering nurse managers with unit-specific workflows for huddle, rounding, and staff management, delivering timely insights and best practice guidance at managers' fingertips.
- Confidence in Care Shift lead tools for driving quality and organizational visibility, featuring AI-enabled shift handoff functionality that replaces manual email processes and provides access to previous shift reports. Designed for charge nurses and shift leads.
- AI Workflows Standardized AI-powered workflows for healthcare operations including daily huddle, patient rounds, staff rounds, and quality improvement processes that empower nurse leaders with contextual support.
Quantifiable outcome
- 25%+ reduction in hospital acquired conditions
- +3 more outcomes
Companies that use Assemble
Customer profileSegments3 records
Ideal customer profiles3 records
Assemble technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability6 records
Feature5 records
Assemble partnerships and signals
Strategic signalScale indicators4 records
Recent moves4 records
Expansion highlights4 records
Assemble competitors and assessment
Company assessmentDirect peers
- Laudio: AI platform purpose-built for nurse leader workflows including rounding, huddles, and team engagement; closest direct competitor to Assemble's frontline nursing automation focus.
- Notable: Healthcare automation platform that uses AI to streamline administrative and operational workflows across health systems, competing for the same hospital operations buyer.
- Olive AI: Healthcare-specific AI automation company targeting hospital operations and revenue cycle workflows, overlapping with Assemble's hospital operations automation thesis.
Broad incumbents
- symplr: Large healthcare operations, governance, and workforce software suite that competes with Assemble at the executive/enterprise layer across hospitals and health systems.
- QGenda: Healthcare workforce management and provider scheduling platform serving nurse leaders and operations executives; adjacent incumbent competing for similar budget.
- LeanTaaS: AI-based healthcare operations optimization platform used by hospitals for capacity, staffing, and workflow decisions; broader incumbent in the same operations AI category.
- Health Catalyst: Healthcare data and analytics platform serving hospital executives on quality, cost, and operational performance; competes for the leadership-visibility use case Assemble targets.
Emerging players
- Hyro: Conversational AI platform for healthcare system operations including patient and staff interactions; emerging player in healthcare AI workflow automation.
- care.ai: Ambient AI and smart-care facility platform for hospitals; emerging player overlapping with Assemble's AI-driven healthcare operations theme.
Others
- LeanKit (Planview LeanKit): Lean/agile workflow and Kanban platform historically used in healthcare process improvement; an enabling workflow tool adjacent to Assemble's process automation stack.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Assemble social profiles
Digital presenceAssemble compliance and trust
Trust signalCompliance1 record
Assemble financial estimates
Financial estimateRevenue estimate
Valuation estimate
Assemble leadership team
Management profileNumber of profiles
Profiles2 records
Assemble funding detail
Funding detailFunding overview
Funding rounds2 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Assemble 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 Assemble
What does Assemble do?
Assemble provides an AI-powered healthcare operations platform that enables hospital leaders to manage, understand, and act on operational data in a single system. The platform delivers standardized AI workflows for daily huddle, patient and staff rounds, quality improvement, and shift handoff, with persona-specific modules for executives, nurse managers, and charge nurses.
Is Assemble a public or private company?
Assemble is a private company. It is classified as venture growth investor backed and is currently operating.
When was Assemble founded?
Assemble was founded in 2022. It employs 1 to 10 people.
Where is Assemble based?
Assemble is headquartered in New York, United States, in the North America region.
How does Assemble make money?
One revenue line is on record: healthcare AI Platform Subscription.
Who are Assemble's main competitors?
Direct peers on record are Laudio, Notable and Olive AI. Broad incumbents are symplr, QGenda, LeanTaaS and Health Catalyst. Emerging players are Hyro and care.ai. LeanKit (Planview LeanKit) is listed as an others.
Does Assemble have an API?
No public API is recorded for Assemble.
What industry is Assemble in?
Assemble's product category is Healthcare Operations Software. Its primary akta.pro industry code is HDAEAHAF, Digital Process Automation (DPA) & Orchestration Suites, with a secondary code of HDAEALAF, IT Workflow Automation & Orchestration Platforms. Its NAICS code is 51821 and its SIC code is 7372.