Niobia takes the guesswork out of some of tech's most expensive mistakes
News Source
β’Tue, 13 Oct 2026 19:00:00 +0000
π° What Happened
A San Francisco startup called Niobia is using AI to find mistakes in chip and battery factories. Its software spots defects on production lines. Then engineers can ask a chatbot what caused the problem.
The goal is to give answers in minutes instead of days. Small flaws can cost millions of dollars and slow down production. Niobia says its tools can even catch tiny scratches.
π The Backstory
Chips and batteries are in short supply and are vital for phones, cars and computers. When something goes wrong during research and development, engineers may spend days hunting for the cause.
Niobia puts small AI computers, called GPUs, right on the factory machines. These act like sensors that watch for flaws. The company was founded by Gaurav Jha and Harveen Kaur. Both have PhDs in chemistry and worked at chip and battery makers.
π― Why It Matters
Fewer factory mistakes can mean cheaper, more reliable phones, laptops and electric cars. Faster fixes also help ease the global chip shortage.
A San Francisco startup called Niobia is using AI to find mistakes in chip and battery factories. Its software spots defects on production lines. Then engineers can ask a chatbot what caused the problem.
The goal is to give answers in minutes instead of days. Small flaws can cost millions of dollars and slow down production. Niobia says its tools can even catch tiny scratches.
Chips and batteries are in short supply and are vital for phones, cars and computers. When something goes wrong during research and development, engineers may spend days hunting for the cause.
Niobia puts small AI computers, called GPUs, right on the factory machines. These act like sensors that watch for flaws. The company was founded by Gaurav Jha and Harveen Kaur. Both have PhDs in chemistry and worked at chip and battery makers.
Fewer factory mistakes can mean cheaper, more reliable phones, laptops and electric cars. Faster fixes also help ease the global chip shortage.