data quality and validation

Actionable Outcomes is an operational intelligence firm that turns complex, high stakes problems into clear, executable action. It builds systems, architectures, and counter fraud strategies that help agencies and enterprises see their operations end to end, eliminate ambiguity, and move faster with confidence. Its CastleLink platform unifies legacy and modern systems without costly migrations or replacements.

analyticsanomaly detectiondashboards and visualizationdata governancedata ingestiondata normalizationdeduplicationfraud detectionorchestrationpattern recognitionscoring

CloverDX is a data integration platform that combines engineering-led data pipelines with collaborative business tools and AI. Engineers use CloverDX to build, automate, and monitor production-grade data pipelines, while business users get self-service data preparation tools. The platform can be deployed in the cloud or on-premise, giving control over data and AI.

AI-assisted pipeline buildingAPI publishingApplication integrationautomation and orchestrationdata ingestiondata integrationData Migrationdata pipelinesdata warehousingETLmaster data managementMonitoring and Alertingself-service data preparation

Dataxiom Research & Analytics is a data analytics consulting firm providing machine learning solutions, predictive analytics, and AI-powered dashboards. It offers analytics and decision support services, business intelligence, data analysis and reporting, audit compliance analytics, and data collection, quality and validation, building custom frameworks to turn raw data into actionable insights for strategic decision-making.

audit compliance analyticsbusiness intelligenceDashboardsdata analysismachine learningpredictive modeling

GridSphere, LLC is a utility consulting and research firm serving electric and gas utilities through digital grid transformation, ADMS, GIS, and field mobility programs. Founded by Aya Lakkis, it helps utilities close the gap between what their systems claim and what their crews actually see, working across the handoffs between GIS, network models, ADMS/OMS, and field mobility. It is a 100% Women-Owned Small Business based in Detroit, MI.

adapter and middleware test designcross-system QA/QCend-to-end scenario testingfield mobility platform configuration and rolloutgo-live readiness assessmentsimplementation resourcinginspection workflow designinterface validationnetwork model validationOT modernization roadmap developmentprogram risk assessmentsredlining and as-built capturetopology and connectivity auditsvendor and platform decision support