Come Assemble Inc.

AI Workflows for Healthcare Excellence

Come Assemble Inc. (operating as Assemble) is a New York-based healthcare technology startup building an AI-powered platform to transform hospital operations. Founded in 2020, Assemble replaces manual administrative tasks with streamlined workflows, empowering nurse leaders and shift leads to focus on exceptional patient outcomes. By providing contextual support for core workflows like huddles, patient rounding, and staff management, Assemble helps healthcare systems standardize excellence and unlock actionable operational visibility.

A Culture of Standardization and Visibility

Assemble's culture centers around the belief that the workforce is the heartbeat of healthcare transformation. The team focuses on creating tools that reduce clicks and friction, giving healthcare leaders back their most valuable resource: time. The company values clarity, consistency, and measurable outcomes, aiming to turn high-level health system initiatives into daily workflows that support nurses, physicians, and care teams.

What You'll Actually Do

Working at Assemble means building and scaling a platform that directly impacts patient care and nurse well-being.

- Engineers and Data Scientists will work on ingesting messy operational data and using AI to transform it into actionable insights, building interoperable healthcare agents and workflows.

- Product Designers will focus on creating intuitive, frictionless user experiences for executives, nurse managers, and charge nurses, ensuring the platform is easy to adopt in high-stress clinical environments.

- Go-to-Market and Sales teams will engage with hospital executives to demonstrate how Assemble can reduce hospital-acquired conditions and improve patient satisfaction scores.

Compensation & Benefits

As an early-stage startup, Assemble offers competitive compensation packages that typically include a mix of base salary and equity. While specific role-based salary data is limited publicly, the company operates with a remote-friendly work model, allowing for flexibility. Candidates can expect standard startup benefits, though exact details on healthcare and retirement plans should be discussed during the interview process.

The Interview Process

The interview process at Assemble is typical for an early-stage, mission-driven startup. Candidates can expect an initial screening with a recruiter or founder, followed by a technical or portfolio review depending on the role. For engineering and design roles, practical assessments or take-home exercises focused on real-world healthcare challenges are common. The final rounds usually involve behavioral interviews to assess cultural fit and alignment with the company's mission to combat healthcare burnout.

Why Join / Why Not

Why Join: Assemble is an excellent fit for individuals passionate about leveraging AI to solve critical issues in healthcare, specifically nurse burnout and operational inefficiency. The company is well-funded, having recently raised a $6.1M Seed round, providing a stable runway for growth. The remote-friendly environment and mission-driven culture are strong draws.

Why Not: As a seed-stage company with a small team (2-10 employees), the environment will be fast-paced and require a high degree of autonomy and adaptability. Those looking for highly structured corporate environments, extensive mentorship programs, or guaranteed work-life balance may find the early-stage startup dynamic challenging.