Organizely launched an AI-native ERP for American manufacturers

An AI-native enterprise resource planner for American manufacturers has launched on Y Combinator. The company is Organizely, in YC's Fall 2026 batch. The founders say the system models factory operations, predicts bottlenecks, and acts to lower production costs.

Organizely is the second company from Christian Santos, Matt Weiss and Lisa Mengotto. Their first was Kinetic Labs, a custom mechanical keyboard factory in New Jersey. Kinetic Labs has served more than 100,000 customers since 2020. The team says Organizely is now deployed to factories across six US states.

What the product does

The platform covers the core manufacturing workflows: demand planning, raw material tracking, machine maintenance, and production scheduling. Data comes in from the factory floor, from a mix of devices and inputs. One screen keeps a live model of the factory. Other screens cover material traceability from the start of a job to its end.

The team says the system "continuously improves over time", and suggests new ways to cut costs as it runs. A launch video is linked from the YC page. The product-page copy calls the launch "the whole factory solved".

The pitch, in the founders' own words

Legacy ERP systems "only record problems after they happen", the founders write. Other teams bolt AI agents on top of a legacy ERP. The founders say that hits limits in the data model under the agent. Their position: an ERP rebuilt around AI reasoning can take action on what it sees.

The founders say they learned the problem at Kinetic Labs. One small logistics mistake, they write, would cut into a job's margin. It would lead to missing materials, offline equipment, overstaffed schedules, or cancelled orders. The three founders say they have more than ten years of software engineering between them. They also say they have more than six years running a working factory.

"AI-native" is a strong claim, and a reader can only check it against facts. The facts in Organizely's launch are the six states, the keyboard factory, and the Fall 2026 batch. A buyer would normally check this kind of pitch against a named customer. The launch page does not name one.

No funding figure, lead investor, or named customer is on the launch page. The post carried 14 votes on Y Combinator's launch site at the time of writing. The company is taking demo requests at organizely.io.

For a factory owner reading this, the test is simple. Do the system's predictions pay for themselves inside a quarter? And does the team next to the shop floor trust them enough to act? Both are measurable once a demo is running.

Source

• Organizely on Y Combinator Launches.