uncertainty analysis

Arizona Optical Metrology (AOM) manufactures computer-generated holograms (CGHs), opto-mechanical mounts, and optical alignment systems, and provides metrology systems and software for precision optical metrology of complex optical components and systems. For over 15 years it has been part of challenging optical engineering projects, bringing CGH technology into volume manufacturing applications.

CGH fabricationmetrology softwaremetrology system design and fabricationoptical alignmentoptomechanics

Decision Frameworks provides consulting, training, and software solutions that help organizations apply Decision Quality principles and improve decision-making. Founded in 1999 by Ellen M. Coopersmith, the company offers integrated decision support services and software, including decision framing and decision tree software, to embed good decision-making practices at all levels of an organization.

Decision analysis consultingDecision framingDecision quality trainingDecision tree softwareeconomic modelingfacilitationGame theoryportfolio managementValue of information analysis

EcoFinSys LLC builds quantitative models, optimization tools, and software for complex decisions, with a focus on the public sector. Founded in 2018 by Dr. Juha Korpela, the company helps organizations define difficult problems, allocate scarce resources, and build reliable analytical systems, connecting applied mathematics and statistics with data and software.

Data engineeringquantitative modelingresource allocationscenario analysissoftware developmentsoftware engineering

EnviroInformatics develops advanced computational software for modeling, simulation, and decision support in water systems. Its platforms integrate hydrology, water quality, geospatial data, and cloud-ready architectures to support planning, operations, and digital twin applications across engineered and natural systems.

digital twin frameworksgeospatial data integrationgroundwater flow and transport modelinghigh-performance computinghydrology modelingmodel couplingmodeling and simulationoptimizationsediment dynamics modelingSoftware platform developmentSpatial analysistechnical consultingwater quality modeling