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AI agents

Parallel

We build AI agents that automate healthcare admin workflows. Our agents navigate legacy hospital software like humans (using mouse and keyboard) and automate end-to-end workflows (starting with medical coding), freeing medical professionals from manual tasks.

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #5555

We build AI agents that automate healthcare admin workflows. Our agents navigate legacy hospital software like humans (using mouse and keyboard) and automate end-to-end workflows (starting with medical coding), freeing medical professionals from manual tasks.

source
generated read
High Signal interpretation

Parallel is classified as AI agents from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
AI agentsend-to-end workflowslegacy hospital softwaremedical professionalshealthcaremedical coding
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Parallel

AI agents · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

Opkit

match 74

Opkit uses AI to automate routine phone calls for medical practices, telehealth companies, and other leading healthcare provider organizations. Opkit's AI agent is capable of executing a wide-range of non-clinical phone call tasks, including Verification of Benefits, patient intake, and appointment scheduling, without human intervention. Opkit is HIPAA-compliant and SOC 2 Type 2 certified.

shared extracted concept terms: medical, healthcare; shared product terms: automate, medical, healthcare, task; shared product theme: workflow automation, health and clinical care; same category: AI agents; shared affiliation: Y Combinator

StarJar

match 71

Starjar automates inbound document processing workflows for hospitals. These inbound documents include patient referrals, claim files, audit files, medical images and more. We work with many of the top healthcare systems and hospitals in the US and automate millions of inbound documents for them every year.

shared extracted concept terms: medical, healthcare; shared product terms: automate, healthcare, workflow, hospital; shared product theme: workflow automation, health and clinical care; shared affiliation: Y Combinator

Shift Health

match 69

We help large provider groups and hospitals take their most mundane repetitive tasks and turn them into automated workflows. Freeing up healthcare workers to focus on the important stuff, like patients

shared extracted concept terms: workflow; shared product terms: healthcare, workflow, hospital, like; shared product theme: workflow automation, health and clinical care; shared affiliation: Y Combinator

Scheduling Wizard

match 63

Scheduling Wizard is building the logistics infrastructure to modernize healthcare operations. Hospitals still rely on manual workflows to manage staffing, patient flow, and core operations, contributing to $760B in annual inefficiency. 20 departments across 16 hospitals already outsource their physician scheduling to us, powered by our internal Scheduling Programming Language and AI-driven workflows. We work with Mass General, Johns Hopkins, UT Southwestern, UCSF, and many others. We are active

shared extracted concept terms: workflow, healthcare; shared product terms: healthcare, workflow, hospital, manual; shared product theme: workflow automation, health and clinical care; shared affiliation: Y Combinator

Kaizen

match 61

Kaizen uses browser agents to automate operational work across legacy web portals. We’re tackling the $300B business process outsourcing market by replacing the manual portal work that powers industries like healthcare, logistics, and financial services.

shared extracted concepts: healthcare; shared product terms: automate, legacy, manual, like; shared product theme: workflow automation; same category: AI agents; shared affiliation: Y Combinator

Asclepius Health

match 57

An AI medical assistant for outpatient clinics to fully automate clinic workflow

shared extracted concept terms: medical, workflow; shared product terms: medical, automate, workflow; shared product theme: workflow automation, health and clinical care; same category: AI agents