Rivian CEO Targets 80% Robot Labor in Plants, Starting at 20%

Robots from Mind Robotics will start by performing 20% of the tasks in Rivian's factory, with a stated goal of reaching 80% over time, Rivian CEO RJ Scaringe said. He gave no timeline for either milestone.

Scaringe made the remarks in a conversation published by Kleiner Perkins on Nov. 9, as reported by InsideEVs. "In the beginning, we're going to be able to do 20% of the tasks on the plant, but over time, we want to grow that to 80%," he said.

The claim is a roadmap, not a deployment record. Scaringe did not say when the robots would reach the production line. He also did not say when the 80% goal might be met.

What tasks come first?

The first targets are pick-and-place posts. A worker takes a part from a bin and sets it on a fixture, often to feed another robot. Scaringe called these "the least interesting jobs."

The number behind them is large. Depending on the section of the plant, as much as 50% of labor sits in such posts, according to Scaringe. Mind's robots use AI to handle small variations in how parts are positioned in each bin.

The training method is data-hungry. Engineers filmed factory tasks, and Mind's software breaks each frame into robot commands. Scaringe said the company has captured "thousands of tasks" and rated each one for how much dexterity and reasoning it requires. Earlier this year, Mind said it was targeting judgment-heavy work such as routing wiring harnesses, fitting soft trim and mating connectors.

Scaringe also issued a warning about his own sector. Robotics has "probably too many companies across the stack today," he said, and he predicted consolidation.

How much money is behind Mind?

More than $1 billion since November 2025. That is the total Mind Robotics has raised since Scaringe spun it out of the automaker, across three disclosed rounds in roughly seven months.

• A $115 million seed round led by Eclipse in late 2025.
• A $500 million Series A co-led by Accel and Andreessen Horowitz in March, at a valuation of around $2 billion, according to The Wall Street Journal as cited by TechCrunch.
• A $400 million round led by Kleiner Perkins in May, with Meritech, Redpoint and SV Angel among new investors. The Wall Street Journal put that round's valuation at about $3.4 billion.

The governance ties are close. Scaringe chairs Mind. Rivian is a shareholder and the startup's first deployment partner, which gives Mind a high-volume plant for training data.

Why does Rivian want this now?

Rivian is cutting production costs at its Normal, Illinois, factory as it ramps the R2 SUV, and automation is one of its levers. The R2 helped lift Rivian to a record quarter in the third quarter, according to MLQ.ai coverage.

Investor appetite for factory AI shows no sign of cooling. Welding-robot maker Path Robotics raised $300 million this week, MLQ.ai reported.

The commercial logic for Rivian is straightforward. If pick-and-place posts hold up to half the labor in some plant sections, automating them first targets the largest, least skilled cost pool. Mind's valuation climb from roughly $2 billion in March to about $3.4 billion in May, per the Journal, shows investors accept that logic before any disclosed production numbers exist.

The gap between promise and evidence remains wide. Scaringe offered no deployment date, no cost-savings figure and no measure of tasks actually automated. Until the robots run on the Normal line, the 80% figure is an aspiration backed by $1 billion in funding and a chief executive who chairs both companies involved.