# Evidium

> Evidium is a San Francisco healthcare-AI company building what it calls 'Referenced AI' - a neurosymbolic platform that turns medical evidence into computable knowledge. Rather than a black box, it projects patients across a computable map of clinical states and the transitions between them, so every insight traces back to guidelines, charts, and research. Founded and led by Carl Bate, the company sells transparent clinician-quality insights and probabilistic risk forecasts to health systems, insurers, and payviders, and closed a $22M Series A co-led by Health2047 (the AMA's venture studio) and WGG Partners in November 2025.

- **Founded:** 2023
- **Headquarters:** San Francisco, California, United States
- **Founders:** Carl Bate (Founder & CEO)
- **Team size:** 33
- **Products:** Referenced AI platform, Quality insights for clinicians, Probabilistic clinical & cost forecasting
- **Notable:** Closed a $22M Series A co-led by Health2047 (AMA's venture studio) and WGG Partners in November 2025, Built a neurosymbolic 'Referenced AI' platform that ties every output to clinical evidence, Partnered with Oracle Cloud Infrastructure to run its healthcare AI platform

## Products & services

- **Referenced AI platform** — A neurosymbolic platform combining generative and neural models with ontologies, knowledge graphs, and symbolic reasoning to turn unstructured clinical text into structured, traceable knowledge. Every insight references its underlying evidence.
- **Quality insights for clinicians** — Tools that surface clinical-quality insights for care teams, with transparent reasoning clinicians can audit and validate.
- **Probabilistic clinical & cost forecasting** — Predictive disease-state, care, and cost modeling for risk-bearing organizations - insurers, health plans, self-insured employers, and integrated delivery networks.

## Achievements

- Closed a $22M Series A co-led by Health2047 (AMA's venture studio) and WGG Partners in November 2025
- Built a neurosymbolic 'Referenced AI' platform that ties every output to clinical evidence
- Partnered with Oracle Cloud Infrastructure to run its healthcare AI platform
- Launched a predictive clinical disease-state, care, and cost modeling solution at the Self-Insurance Institute of America National Conference (October 2025)
- Assembled a founding team pairing ML researchers with practicing physicians and clinical scientists

## Latest updates

- **2025-11** — Announced the close of a $22M Series A to scale computational medical knowledge, co-led by Health2047 and WGG Partners.
- **2025-10** — Launched a predictive clinical disease-state, care, and cost modeling solution at the Self-Insurance Institute of America National Conference.
- **2024** — Selected Oracle Cloud Infrastructure to power its Referenced AI healthcare platform.

## Links

- Website: https://evidium.com
- LinkedIn: https://www.linkedin.com/company/evidium

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Profile page: https://yespress.io/evidium
Published by YesPress — https://yespress.io
Last updated: 2026-07-12