Help shape the future of trustworthy manufacturing AI.
We are speaking with manufacturing and technology professionals to understand how engineering teams investigate problems, combine evidence, and make operational decisions.
People closest to manufacturing decisions.
We are especially interested in quality, process, equipment, operations, industrial AI, analytics, MES/factory software, semiconductor, and electronics professionals.
Real workflow. Real friction. Real trust requirements.
Investigation workflows
How are manufacturing problems investigated today, and where does the critical evidence reside?
Decision friction
What makes quality, process, and equipment decisions slow, uncertain, or difficult to reproduce?
Trust in AI
Where is AI already helping, and what makes engineers trust—or reject—AI-supported recommendations?
Abakai’s current customer-discovery work is being conducted in connection with NSF I-Corps. The objective is to learn from practitioners before defining solutions too narrowly.