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ConstraintFlow builds enterprise intelligence for complex industries. We connect fragmented systems, data, documents and organizational knowledge to create a shared understanding of how an enterprise operates. Our platform combines data intelligence, contextual and temporal memory, AI agents, decision intelligence and governed workflows to help organizations understand what is happening, reason across constraints and make better operational decisions. Unlike traditional enterprise software that primarily records transactions or AI tools that answer questions, ConstraintFlow is designed to become an intelligence layer across the enterprise—working with existing systems while helping people move from information to decisions and action. Our initial focus is Manufacturing and Life Sciences, where decisions depend on complex relationships across systems, processes, resources, constraints and institutional knowledge. In Manufacturing, ConstraintFlow is already operating in production across a multi-plant environment, supporting intelligence across areas including production scheduling, purchasing, estimation, workforce and customer operations. In Life Sciences, we are applying the same foundation to connect scientific data, evidence, decisions and organizational knowledge across complex research and development environments. ConstraintFlow builds on more than seven years of experience at FISClouds across cloud, data, applications and AI. Connecting Systems. Optimizing Operations.

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Fahmida B. is the CFO of FISClouds.

47 people are employed at FISClouds.

FISClouds is based in Princeton, New Jersey.

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