Access Innovations
@access-innovations.bsky.social
At Access Innovations, we are a pioneer and the industry leader in making information assets easily and automatically discoverable.
Predictive AI is changing how organizations use search. Instead of hunting through high volume files, AI can anticipate intent, personalize result and deliver. Better search means better decisions and more time for work. #PredictiveAI #SearchOptimization #DataStrategy
taxodiary.com
January 19, 2026 at 9:04 AM
Predictive AI is changing how organizations use search. Instead of hunting through high volume files, AI can anticipate intent, personalize result and deliver. Better search means better decisions and more time for work. #PredictiveAI #SearchOptimization #DataStrategy
In the energy around big data and AI, metadata is often treated as an afterthought. But without it, even the best data tools are struggling. In short? Metadata is the perfect balance. taxodiary.com?p=57412 #ExplainableAI #BigData #Metadata
taxodiary.com
January 19, 2026 at 9:02 AM
In the energy around big data and AI, metadata is often treated as an afterthought. But without it, even the best data tools are struggling. In short? Metadata is the perfect balance. taxodiary.com?p=57412 #ExplainableAI #BigData #Metadata
AI depends on reliable data to make reliable decisions. When training information is manipulated, results are corrupted. Strong data governance and explainable AI are essential to keep systems transparent, secure, and dependable. #DataIntegrity #ExplainableAI #DataGovernance
taxodiary.com
January 19, 2026 at 9:02 AM
AI depends on reliable data to make reliable decisions. When training information is manipulated, results are corrupted. Strong data governance and explainable AI are essential to keep systems transparent, secure, and dependable. #DataIntegrity #ExplainableAI #DataGovernance
AI is changing how organizations analyze data, making insights faster, more accessible, and more predictive than ever before. From smarter reporting to forward-looking decision making, analytics is evolving. #DataAnalytics #PredictiveAnalytics #DataDriven #AIStrategy
taxodiary.com
January 16, 2026 at 9:04 AM
AI is changing how organizations analyze data, making insights faster, more accessible, and more predictive than ever before. From smarter reporting to forward-looking decision making, analytics is evolving. #DataAnalytics #PredictiveAnalytics #DataDriven #AIStrategy
No matter how powerful the technology, it’s only as good as the data feeding it. And in today’s information-saturated world, managing that data, cleaning it, organizing it, securing it and making it actionable, has never been more complex or more critical. taxodiary.com?p=57401 #DataDriven
taxodiary.com
January 16, 2026 at 9:02 AM
No matter how powerful the technology, it’s only as good as the data feeding it. And in today’s information-saturated world, managing that data, cleaning it, organizing it, securing it and making it actionable, has never been more complex or more critical. taxodiary.com?p=57401 #DataDriven
The future of work is not predetermined. It is being shaped every day through how organizations and individuals respond to shifting skills, technological advancement and the demand for more equitable workplaces. taxodiary.com?p=57399 #Innovation #WorkplaceTech
taxodiary.com
January 16, 2026 at 9:02 AM
The future of work is not predetermined. It is being shaped every day through how organizations and individuals respond to shifting skills, technological advancement and the demand for more equitable workplaces. taxodiary.com?p=57399 #Innovation #WorkplaceTech
Should your organization use a taxonomy, thesaurus, or ontology?
Part 1: Access Innovations' Marjorie Hlava clears the confusion with formal definitions, structural differences & complexity levels.
Read Part One: www.accessinn.com/articles/
Part 1: Access Innovations' Marjorie Hlava clears the confusion with formal definitions, structural differences & complexity levels.
Read Part One: www.accessinn.com/articles/
Articles
Access Innovations writes articles covering topics ranging from intelligence search to artificial intelligence to thesaurus design.
www.accessinn.com
January 15, 2026 at 4:45 PM
Should your organization use a taxonomy, thesaurus, or ontology?
Part 1: Access Innovations' Marjorie Hlava clears the confusion with formal definitions, structural differences & complexity levels.
Read Part One: www.accessinn.com/articles/
Part 1: Access Innovations' Marjorie Hlava clears the confusion with formal definitions, structural differences & complexity levels.
Read Part One: www.accessinn.com/articles/
Taxonomy. Thesaurus. Ontology. They are not interchangeable and choosing the right one can change how your data is found, understood, and trusted. #Taxonomy #Thesaurus #Ontology
taxodiary.com
January 15, 2026 at 9:04 AM
Taxonomy. Thesaurus. Ontology. They are not interchangeable and choosing the right one can change how your data is found, understood, and trusted. #Taxonomy #Thesaurus #Ontology
As machine learning continues to evolve, it will become more integrated into daily life and professional environments. The technology is already showing its potential to enhance decision-making, streamline processes and expand human capabilities. taxodiary.com?p=57393 #MachineLearning #ExplainableAI
taxodiary.com
January 15, 2026 at 9:02 AM
As machine learning continues to evolve, it will become more integrated into daily life and professional environments. The technology is already showing its potential to enhance decision-making, streamline processes and expand human capabilities. taxodiary.com?p=57393 #MachineLearning #ExplainableAI
Data governance ensures that AI systems align with organizational values, regulatory requirements and social responsibility. By evolving governance frameworks to account for the AI challenges, organizations can balance innovation with integrity. taxodiary.com?p=57395 #DataGovernance #ExplainableAI
taxodiary.com
January 15, 2026 at 9:01 AM
Data governance ensures that AI systems align with organizational values, regulatory requirements and social responsibility. By evolving governance frameworks to account for the AI challenges, organizations can balance innovation with integrity. taxodiary.com?p=57395 #DataGovernance #ExplainableAI
AI is no longer optional in higher education. As colleges begin requiring a basic understanding of AI for new students, they are helping build confidence, critical thinking, and real world readiness across every field of study. The future belongs to the AI literate. #AILiteracy
taxodiary.com
January 14, 2026 at 9:04 AM
AI is no longer optional in higher education. As colleges begin requiring a basic understanding of AI for new students, they are helping build confidence, critical thinking, and real world readiness across every field of study. The future belongs to the AI literate. #AILiteracy
The future of work isn’t something happening to us; it’s something we’re actively building. As skills shift, new voices emerge and tech continues to evolve, we have a chance to rethink what work can be. taxodiary.com?p=57373 #Innovation #DigitalWorkplace
taxodiary.com
January 14, 2026 at 9:02 AM
The future of work isn’t something happening to us; it’s something we’re actively building. As skills shift, new voices emerge and tech continues to evolve, we have a chance to rethink what work can be. taxodiary.com?p=57373 #Innovation #DigitalWorkplace
AI is transforming healthcare, but innovation only works when it is grounded in strong data governance and patient trust. Responsible data practices help ensure better outcomes, safer systems and a more transparent future. #HealthcareInnovation #ResponsibleAI #DataGovernance
taxodiary.com
January 14, 2026 at 9:01 AM
AI is transforming healthcare, but innovation only works when it is grounded in strong data governance and patient trust. Responsible data practices help ensure better outcomes, safer systems and a more transparent future. #HealthcareInnovation #ResponsibleAI #DataGovernance
Data powers search engines, financial platforms, medical tools, AI and more. When that data is intentionally manipulated, the technology built on it can be quietly and effectively undermined. This is called data poisoning. taxodiary.com?p=57362 #DataPoisoning
taxodiary.com
January 13, 2026 at 9:04 AM
Data powers search engines, financial platforms, medical tools, AI and more. When that data is intentionally manipulated, the technology built on it can be quietly and effectively undermined. This is called data poisoning. taxodiary.com?p=57362 #DataPoisoning
In today’s fast-paced digital landscape, conversations about AI revolve around its breathtaking potential: evolutionizing industries, optimizing operations and transforming customer experiences. But amid the excitement, data governance is too often ignored. taxodiary.com?p=57365 #DataGovernance
taxodiary.com
January 13, 2026 at 9:02 AM
In today’s fast-paced digital landscape, conversations about AI revolve around its breathtaking potential: evolutionizing industries, optimizing operations and transforming customer experiences. But amid the excitement, data governance is too often ignored. taxodiary.com?p=57365 #DataGovernance
From small startups to global enterprises, the cloud is redefining what’s possible by providing flexible, scalable and cost-effective infrastructure that supports experimentation, rapid development and real-time collaboration. taxodiary.com?p=57367 #CloudComputing
taxodiary.com
January 13, 2026 at 9:01 AM
From small startups to global enterprises, the cloud is redefining what’s possible by providing flexible, scalable and cost-effective infrastructure that supports experimentation, rapid development and real-time collaboration. taxodiary.com?p=57367 #CloudComputing
Innovation needs more than big ideas, it needs data you can trust. Data governance creates the clarity and confidence that allow new tools analytics to actually work. When the data is sound, your innovation can scale without breaking. #DataGovernance
taxodiary.com
January 12, 2026 at 9:04 AM
Innovation needs more than big ideas, it needs data you can trust. Data governance creates the clarity and confidence that allow new tools analytics to actually work. When the data is sound, your innovation can scale without breaking. #DataGovernance
Factories are standing at a turning point. Digital transformation is opening the door to smarter systems, connected machines and AI powered operations, but the road there is layered with legacy tech, data silos and human change. #DigitalTransformation
taxodiary.com
January 12, 2026 at 9:02 AM
Factories are standing at a turning point. Digital transformation is opening the door to smarter systems, connected machines and AI powered operations, but the road there is layered with legacy tech, data silos and human change. #DigitalTransformation
AI is advancing rapidly and shaping industries across the globe. While its applications in healthcare, finance and communication are widely recognized, one important factor often receives less attention: the transparency of the data that trains these systems. taxodiary.com?p=57360 #ExplainableAI
taxodiary.com
January 12, 2026 at 9:01 AM
AI is advancing rapidly and shaping industries across the globe. While its applications in healthcare, finance and communication are widely recognized, one important factor often receives less attention: the transparency of the data that trains these systems. taxodiary.com?p=57360 #ExplainableAI
What is the shadow AI economy? This hidden sphere includes unauthorized use of AI tools, unregulated marketplaces and off-the-record exchanges of data and models. It often operates outside oversight, making it difficult to track or regulate. taxodiary.com?p=57346 #AIEthics
taxodiary.com
January 9, 2026 at 9:04 AM
What is the shadow AI economy? This hidden sphere includes unauthorized use of AI tools, unregulated marketplaces and off-the-record exchanges of data and models. It often operates outside oversight, making it difficult to track or regulate. taxodiary.com?p=57346 #AIEthics
At the heart of AI is digital trust – knowing that our data is secure, our privacy respected and the technology we use is reliable and fair. Without that trust, people hesitate to adopt these tools, no matter how powerful they are. taxodiary.com?p=57348 #ExplainableAI #DigitalTrust
taxodiary.com
January 9, 2026 at 9:02 AM
At the heart of AI is digital trust – knowing that our data is secure, our privacy respected and the technology we use is reliable and fair. Without that trust, people hesitate to adopt these tools, no matter how powerful they are. taxodiary.com?p=57348 #ExplainableAI #DigitalTrust
AI systems thrive on high-quality, well-labeled and ethically sourced data. It is essential for training accurate, reliable and unbiased models. For some, the structure and policies governing their data assets were designed long before AI demands emerged. taxodiary.com?p=57350 #DataGovernance
taxodiary.com
January 9, 2026 at 9:01 AM
AI systems thrive on high-quality, well-labeled and ethically sourced data. It is essential for training accurate, reliable and unbiased models. For some, the structure and policies governing their data assets were designed long before AI demands emerged. taxodiary.com?p=57350 #DataGovernance
Search is no longer just about typing the right words. It is about being understood. From simple keyword matching to AI that interprets intent and context, search has evolved into a smarter, more human conversation. #SearchEvolution #DigitalTransformation
taxodiary.com
January 8, 2026 at 9:04 AM
Search is no longer just about typing the right words. It is about being understood. From simple keyword matching to AI that interprets intent and context, search has evolved into a smarter, more human conversation. #SearchEvolution #DigitalTransformation
For scenarios involving real-world situations, data collection may be time-intensive, costly or even impractical. Simulated learning provides virtual environments where machine learning models can be trained without relying exclusively on real-world data. taxodiary.com?p=57332 #ExplainableAI
taxodiary.com
January 8, 2026 at 9:02 AM
For scenarios involving real-world situations, data collection may be time-intensive, costly or even impractical. Simulated learning provides virtual environments where machine learning models can be trained without relying exclusively on real-world data. taxodiary.com?p=57332 #ExplainableAI
By combining statistical knowledge, computational skills, business understanding and ethical awareness, anyone can develop a comprehensive grasp of analytics. This approach enables them to not only interpret data but also apply it to solve real-world problems. taxodiary.com?p=57334 #analytics
taxodiary.com
January 8, 2026 at 9:01 AM
By combining statistical knowledge, computational skills, business understanding and ethical awareness, anyone can develop a comprehensive grasp of analytics. This approach enables them to not only interpret data but also apply it to solve real-world problems. taxodiary.com?p=57334 #analytics