metadata enrichment

Access Innovations, Inc. was founded in Albuquerque, NM in 1978 and is a pioneer and industry leader in making information assets easily and automatically discoverable. The company designs and delivers semantic solutions, including its patented, award-winning Data Harmony software suite launched in 1997, and has built thousands of controlled vocabularies through more than 2,000 client engagements.

automated indexingContent analysisKnowledge management consultingmachine aided indexingnatural language processingontology creationsemantic modelingtaxonomy developmentvideo/audio to text tagging

Aurum Data is an AI/ML consultancy that partners with teams to turn raw, messy data into production-grade AI, predictive models, and immersive customer experiences. It combines data engineering, modern machine learning, and front-end delivery, serving finance, healthcare, and high-growth startups. It also offers a creative assets team that turns manuscripts, songs, and other original works into multi-format products with distribution and analytics.

automated adaptation of creative workscloud-native pipelinesdashboard and web app developmentData Engineeringgenerative AI agentsmachine learningmodel monitoring and drift detectionpredictive modelingUX design

Collibra is the enterprise AI control plane, built over eighteen years of ontology engineering, that governs context and control across any data, any model and any agent. It provides context governance, AI governance, data governance, and context engineering, turning scattered data into governed context for AI models and agents. Collibra serves more than 700 customers, including 78 of the Fortune 500, and governs more than 2 billion assets.

AI governancecontext governanceData Governancedata lineagedata privacy automationontology engineeringquality assessmentsensitivity screening

Digirati provides consultancy services and open source software products for cultural heritage institutions, helping them manage, preserve and showcase digital collections. Its team of strategists, designers and engineers supports clients from digital strategy through implementation, including digitisation workflows, preservation systems, IIIF asset management, crowdsourcing and research projects, and machine learning/AI applications.

crowdsourcing and annotation toolsdigital preservationdigital strategy consultancydigitisation workflowsIIIF asset managementmachine learning and AIOCR/HTRonline exhibition buildingsoftware development