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Zingage

@ZingageAI

At Zingage, we’re bringing together world-class talent to keep grandma out of the hospital. We’re hiring!
New York City engineering.zingage.com Joined December 2024
12 Following 69 Followers 51 Posts

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Zingage @ZingageAI
DM us if you’re a data systems nerd - we are too!
dtjourney Verified account @dtjourney Oct 13, 2025
Each time our Voice AI makes a call, it has to read from the our customer’s live EMR in real time. No read-replicas. No warehouse. Just milliseconds to get the right answer from systems that were never built for it.

That constraint forced us to build our own data platform: Zephyr.

We just published a deep dive on how it works. Under the hood: a multi-master, policy-driven data plane that merges EMRs, CRMs, and phone systems in real time, enforces field-level ownership, and guarantees deterministic reconciliation across hundreds of healthcare networks.

Zephyr lives somewhere between a database, a cache, and a consensus protocol. And it’s only the beginning. We’re now exploring a self-healing layer where LLMs detect schema drift, flag anomalies, and patch integrations automatically as systems evolve.

If you’re a distributed-systems nerd who thinks about CAP trade-offs, version vectors, and self-correcting data planes - let’s talk.

Full breakdown in the comments. 👇
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