Cade

Insights

Research and perspectives from the frontier of healthcare.

Deep dives into regulatory shifts, technology trends, and market dynamics shaping the future of healthcare and life sciences.

Hairline architect-pencil wireframe of a three-channel clinical routing gate on a pale cream paper background
ResearchApril 2026
Dominic Phillips

Dominic Phillips

Software Developer

OpenAI, OpenEvidence, and the New Clinical AI Stack

OpenAI, OpenEvidence, and MedGemma are solving different parts of clinical AI: workspace, retrieval, and local execution. That is more useful than trying to pick one winner.

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Hairline architect-pencil wireframe of an abstract metered conduit with a gauge ring and two flow arrows on a pale apricot paper background
EngineeringApril 2026
Dominic Phillips

Dominic Phillips

Software Developer

Your Engineers Have a Burn Rate Now

AI coding tools turned engineering spend into a metered compute line. The weird part is not the bill. It is the spread between two engineers doing the same work with different harnesses.

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Hairline architect-pencil wireframe of an abstract small-compute-on-device glyph with a cube nested in an open frame and two trailing rails on a pale lilac paper background
EngineeringApril 2026
Dominic Phillips

Dominic Phillips

Software Developer

MedGemma and the Local Models Moment

Google shipped a 4B medical multimodal model that runs on a laptop. I tried it on a chest X-ray. The read was less interesting than the missing network request.

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Dark sketched wireframe capital corridor on an off-white blush background
ResearchMarch 2026
Jessica Zhang

Jessica Zhang

Senior Associate

The Case for Middle-Market Private Equity

Megafunds are stuck in a liquidity crunch. The middle market still offers faster execution, tighter pricing discipline, and cleaner paths to real operating value.

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Dark sketched wireframe bridge channels on an off-white mist teal background
EngineeringMarch 2026
Jonah Zander

Jonah Zander

Engineer

Building the Bridges Your AI Needs

How we built an AI tool for Google Reviews, and why the same pattern matters for healthcare operators stitching together messy systems and real work.

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Dark sketched wireframe search aperture and routed paths on an off-white pale blue background
ResearchFebruary 2026
Dominic Phillips

Dominic Phillips

Software Developer

Navigating Generative Search in Healthcare

Patients are asking answer engines before they call a clinic. A practical read on healthcare GEO: what still depends on SEO, what changed, and how to measure citations without turning the site into sludge.

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Dark sketched wireframe cost rings around a central core on an off-white warm sand background
ResearchJanuary 2026
Kate Juenger

Kate Juenger

Founder & Managing Partner

How Employers Can Tackle Rising Healthcare Costs

Healthcare benefits keep getting more expensive, and the old cost controls are running out of room. A practical playbook for employers and investors rethinking the stack.

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