Discovery Machine Inc. is an Artificial Intelligence (AI) Company founded in 1999.

We are focused on building operational systems utilizing our patented technology and methodology to deploy captured mental models in situationally aware, goal-directed, voice-enabled AI Constructs that replicate human experts..

Discovery Machine is headquartered in Williamsport, Pennsylvania (the home of the Little League World Series). We have a vibrant team of software and knowledge engineers working on several Department of Defense (DoD) projects and programs. To show our commitment to our products, our services, and security, Discovery Machine is ISO 9001, 20000-1, and 27001:2022 certified. Discovery Machine is a certified woman-owned small business with numerous prime contract vehicles including sole-source and SBIR Phase I, II and III.

We are unique:

Discovery Machine leverages a wide range of AI techniques from knowledge acquisition (KA) to machine learning (ML) to develop AI for training, decision support and automation. Discovery Machine‘s highly acclaimed, patented knowledge capture methodology works in conjunction with our patented visual modeling tools to enable the agile production of AI. Discovery Machine’s AI overcomes the limitations of ML imposed by sparse data environments by capturing the mental models trapped in the heads of your organization’s subject matter experts (SME) to bias and direct learning.

Meet our executive team.