
Parallel 1245 automates hospital administrative and medical coding workflows to reduce operational costs and free clinical staff for patient care. It builds AI agents and coding assistants that work…

Parallel 1245 automates hospital administrative and medical coding workflows to reduce operational costs and free clinical staff for patient care. It builds AI agents and coding assistants that work…
Sector: Health / Healthcare AI
Product: AI agents to automate hospital administrative workflows, especially medical coding
Headquarters: Paris, France
Founded: 2023
Recent funding: Series A $20M (Mar 19, 2026)
Employees (approx.): 20
Hospital administrative workflows (medical coding, billing, admissions) and clinical documentation efficiency.
2023
Health
3500000
Seed round with participation from Y Combinator, Bpifrance, Kima Ventures, Better Angle and angels.
20000000
Series A with participation from Frst, Y Combinator, Hexa and angel investors including Arthur Mensch, Felix Blossier and Quentin de Metz.
“Backed by prominent European and YC investors (Index Ventures, FRST, Y Combinator, Bpifrance, Kima Ventures) and named angels.”
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Meet Parallel
At Parallel, we build AI agents to help healthcare facilities automate their administrative processes, starting with medical coding. Today, up to 25% of healthcare spending is lost in manual, repetitive administrative work. Legacy software hasn’t helped; it’s made things slower, more complex, and more frustrating for care teams. We believe AI agents can change that.
Our technology combines Large Language Models with system-level automation to handle real work inside existing hospital tools—no integrations, no disruption. Our first agent automates end-to-end coding workflows and frees up time for medical staff to focus on patients.
Company Highlights:
Learn More:
Job Title: Founding Engineer
Location: unspecified
Employment Type: Full-time
Department: unspecified
As we scale, we're looking for a Founding Engineer to join us at this pivotal moment. You won’t just write code; you’ll help shape the architecture, make key product decisions, and define our engineering culture. This is a rare opportunity to build with high ownership alongside a small and passionate team who cares deeply about craft, clarity, and impact.
Responsibilities:
Requirements:
Technical Stack:
Engineering Mindset:
Interview Process:
Life at Parallel: At Parallel, you’ll work at the intersection of healthcare, AI, and real-world impact. We move fast, iterate constantly, and ship meaningful work. We’re looking for people who care deeply about solving hard problems that matter.
Benefits:
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