We want to save the spirits industry billions
The spirits industry loses billions inside the barrel, the one asset it has never been able to read. Roth River is the first live signal off the barrel itself, net-new data nobody else owns. The leak is the wedge. The data is the business.
The problem
A distillery fills a barrel and waits years. Some of it evaporates on purpose, the angel’s share. A defective barrel loses far more. A single bad barrel can be thousands in lost profit, and across an industry it runs to billions. Nobody knows until a barrel comes up short years later. The barrel had something to broadcast the whole time. There was just nothing there to listen.
What we built
Roth River puts a wireless sensor on the barrel, built for the flammable-vapor environment of a rickhouse. The readings are not the product. The signal is.
- The Twin sensor, first: environmental and movement data, plus leak alerts
- The Angel sensor, next: real-time leak detection
- A continuous stream compressed to the moments that matter, net-new data nobody else owns
- The moat as it scales: once an industry has its own signal, the data becomes the business and the history turns predictive
The bigger unlock
Here is the magic we have started to unlock, and we did not arrive yesterday. Eight years close to this industry taught us how the data turns into value, and we build the solutions with our customers, not for them.
- Two barrels, same juice, side by side, can age completely differently
- The environment each barrel lives in drives that, unreadable until now
- Combine that signal with a distillery’s own data and the anomalies surface
- The leak is the wedge. The compounding, proprietary data is the business
- Yield and quality follow, the way they did in agriculture once it got instrumented
Net-new data from a black box
For as long as spirits have aged, the only data was fill, dump, and ERP. Nothing live, nothing off the barrel itself. The Twin sensor changes that, with environmental and movement data in an industry that never had it. Net-new data is the moat, and now with AI, we can query and learn from it like never before.
From dashboards to instant answers
A rickhouse does not need another dashboard. Ask in plain language and the platform surfaces the data and the insight instantly, drawn as the chart that fits the question.
- A net-new, proprietary signal off the barrel (the Twin sensor)
- Environmental and movement data, with leak alerts
- The insight layer, live: testing real sensor data and insight loops
- Certified sensors, then the first 15,000-sensor install going live
- The Angel sensor: real-time leak detection
- A Series A, starting when that first data signal launches on certified sensors
a note from DaveRoth River is my company, not a project I am advising on from the outside. It is also the venture that convinces me the RSLVD thesis is right: the durable businesses will be the ones that own a signal nobody else can read and keep everything it teaches them. A barrel that has been silent for centuries, in an industry worth billions, is exactly that signal. Nobody can buy their way to the record it produces. That is why I am all in.
If you like this space and want to help disrupt a billion‑dollar industry, let’s chat.
dave@rslvd.ai →