Merced 2 Market: UC Merced researchers pitch AI elder care and one-tenth‑cent almond drying

Key Takeaways

1. UC Merced’s Merced 2 Market showcased research projects to potential investors on May 27, 2026.
2. An almond drying concept pegged costs at about 0.1 cent per pound versus 25 cents using heat.
3. An elder‑care monitor called AI Care is deployed in multiple homes and is seeking investment.
4. A methane‑leak detection project projected a three‑year break‑even and said it could extend to other gasses.
5. A steam system backed by a UC climate action grant reported a prototype and a pending utility patent.

What was pitched

Twenty‑five cents per pound is what hot‑air almond drying can cost. The UC Merced team behind "almondry" told a room of founders, faculty and local operators it can get that down to about one‑tenth of a cent by pulling ambient air through stockpiles instead of pushing in heat, a claim that will interest any grower staring at thin margins in Merced County. The presentation landed with a simple promise: off‑ground handling, lower dust, and less energy spend.

Across the aisle, computer science professor Shijia Pan sketched out AI Care, a privacy‑minded in‑home monitor that reads ambient vibrations instead of video or microphones, translates daily activity into flags for caregivers, and has already been installed in multiple houses. The ask was direct, the company is looking for capital to move from deployments to production.

Graduate presenters filled in the middle. One group walked through a frequency‑based fire‑suppression demo suited for electronics labs that can’t tolerate residue. Another team described a muscle‑recovery wearable for athletes, citing an $11 billion annual injury bill and a plan to validate its dashboard before field pilots. A third shared a methane‑leak platform it says can cut false positives and low‑coverage gaps, with a path to break even in three years and a roadmap to test other gasses.

Why it matters here

This event is not a poster session. It is UC Merced’s commercialization day for the Highway 99 corridor, where the Valley’s mix of almond handlers, dairies, clinics and logistics firms can kick the tires on tools built in their backyard. If the almondry math holds up in field trials, handlers around Atwater and Livingston would gain a cost lever at scale. If AI Care’s non‑camera sensor set keeps proving useful, home‑health agencies that cover Merced and Stanislaus counties could slot it into caregiver workflows without adding privacy risk.

Some of the pitches point straight at regional pain points. The methane‑leak detection system speaks to oil‑field and dairy compliance work that local contractors already bill for, so a more accurate screen means fewer wasted truck rolls and tighter service windows. A clip‑on tree water‑status sensor, shown by mechanical engineering professor Reza Ehsani, targets irrigation timing in drought‑prone orchards where one misread can cost a week of growth. A small start, maybe, but the right scale for seed investors.

What investors heard

Investors in the room heard three things that matter for runway and risk. First, several projects have external validation or tailwinds: the steam‑generation group reported a prototype under a UC climate action grant and a pending utility patent, which is the paperwork you want to see before capex talks begin. Second, some projects are already in the field, even if lightly, like AI Care’s multi‑home deployments, which shortens the time from check to revenue if pilots convert. Third, the ag‑facing concepts fit existing Valley infrastructure, from stockpile aeration that bolts onto yards to clip‑on sensors that can ride a small robot through tree rows.

The university framed Merced 2 Market as a practical bridge between research and local firms, with panel time given to company needs and partnership mechanics. Pan and other presenters kept their asks tight, either seed funding to finish engineering or capital to scale testing. Investors took notes. Outside, the parking lot sat under rows of solar canopies.

Central Valley AI is produced by the CVAI Newsdesk team and developed by Kaweah Tech, a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.

Source

https://news.ucmerced.edu/news/2026/projects-make-world-better-promoted-merced-2-market