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AI agents

Mango Medical

Mango Medical builds agentic surgical planning AI for orthopedic surgery. We deliver surgeon-ready plans in minutes instead of days. 8-figure LOI from a top orthopedic company. Pursuing FDA 510(k) clearance. We're building a future where every surgery follows a personalized plan.

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 #5945

Mango Medical builds agentic surgical planning AI for orthopedic surgery. We deliver surgeon-ready plans in minutes instead of days. 8-figure LOI from a top orthopedic company. Pursuing FDA 510(k) clearance. We're building a future where every surgery follows a personalized plan.

source
generated read
High Signal interpretation

Mango Medical 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
agentic surgical planning AIorthopedic surgery
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 Mango Medical

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.

AlgoSurg Inc

match 60

AlgoSurg makes AI software solutions, for various next-generation surgical applications ranging from Robotics-surgeries, AR-based-navigation/training, cloud-based 3D surgery planning and automatic patient-specific instrument/implant design.

shared extracted concept terms: surgery, plann, surgical; shared product terms: surgical, surgery, plann; shared product theme: health and clinical care; shared affiliation: Y Combinator

Vena Medical

match 46

Pre-clinical results published in the Journal of Neuro-Interventional Surgery. Technology presented at the World Live Neurovascular Conference. Technology selected as a top 3 finalist for Innovator of the Year by the Congress of Neurological Surgeons. Raised a Series A to fund commercialization (FDA Clearance, Health Canada, ISO 13485, First-in-man and early revenue).

shared product terms: surgery, surgeon, top, fda; shared product theme: health and clinical care; shared affiliation: Y Combinator

Floracene

match 45

Floracene shows independent surgery centers the best-priced equivalent implant for every procedure based on their manufacturer contracts. Every orthopedic surgeon we've talked to says the same thing: 90%+ of expensive implants they use are clinically interchangeable, but the choice comes down to habit, brand comfort, or the device rep. US surgery centers spend ~$7B a year on implants, and in orthopedic and spine cases the implant alone runs ~40-60% of the total cost of the procedure. Roughly ~20

shared extracted concept terms: surgery, orthopedic; shared product terms: surgery, orthopedic, surgeon; shared affiliation: Y Combinator

Pibit.ai

match 38

Pibit.ai is an SF–based insurtech company reconstructing the art (and science) of commercial underwriting for carriers and MGAs. At the heart is the CURE™ platform, the industry’s only centralized underwriting risk environment fueled by agentic underwriting services that delivers decision-ready outcomes. It converts submissions into decisions by automating intake, triage, and data enrichment from documents and external sources while surfacing risk insights so you can win the right accounts faste

shared extracted concept terms: agentic; shared product terms: agentic, deliver, ready; same category: AI agents; shared affiliation: Y Combinator

Neatsy.ai

match 31

Neatsy is anapp helps to check foot and spine health with AI and iPhone camera and enables telehealth for orthopedic surgeons.

shared extracted concept terms: orthopedic; shared product terms: orthopedic, surgeon; shared product theme: health and clinical care

Hansel Medical

match 31

Maximize revenue and unlock efficiency through intelligent surgical asset tracking

shared extracted concept terms: surgical; shared product terms: surgical, medical; shared product theme: health and clinical care