Healthcare AI -
built, scaled, and sold.
Now we help you do the same.
The model is the easy part. Shipping it into healthcare is where things break — legacy workflows, regulatory friction, and a system that punishes mistakes in patient data.
We help you turn prototypes into deployed clinical products. ↓
Bare Labs is a vertical AI incubation & consulting firm built to bridge the gap between the prototype that demos well — and the product that actually ships into the US healthcare system.
We don't advise from the sidelines. We've shipped agentic products into payer contracts, EHRs, and clinical workflows — and lived with the consequences.
The work is unglamorous. It's the integrations, the security review, the rep training, the slow-burn trust with a Chief Medical Officer. That's where we earn our keep.
Five disciplines for the messy middle of healthcare AI.
Go-to-market & fundraising
Narrative, deck, pipeline, term sheet — through Series A.
12wkSystem architecture
Beyond the prompt. Agentic orchestration, evals, retrieval.
OngoingRegulation & EHR integration
HIPAA, SOC2, Epic / Oracle Health, FHIR pipelines.
4–8wkAI-native product design
Human-in-the-loop UX clinicians actually adopt.
6wkOrg & talent scaling
Hiring loops, founding eng, multidisciplinary teams.
RetainerHealthcare doesn't move fast and break things.
It moves carefully and fixes them.
We bring the technical depth and the industry scar tissue to turn a promising model into a clinical tool that ships, scales, and stays bought.
Founded by builders, not advisors.
Ruth Poliakine
Two decades in healthcare innovation. Former co-founder & CEO of MyndYou (acq. Windrose, 2023; Arbiter, 2025). Specializes in the operational heavy lifting: fundraising, GTM, product strategy, hiring, scaling.
LinkedIn ↗
Itay Baruchi
PhD, Physics & Neuroscience. Two decades inventing and building deep-tech systems. Former co-founder & CTO of MyndYou, designing and building agentic systems, voice AI, RAG, signal processing, predictive analytics, and EHR integrations that hold up under clinical load.
LinkedIn ↗We co-founded MyndYou in 2016, and transitioned out after the 2025 second acquisition. We built conversational AI for patient engagement before the market existed, and earned deep trust from healthcare stakeholders who don't grant it easily.
You build the vision.