Howso

??? New podcast out featuring Howso co-founder/CTO Dr. Chris Hazard! ???Chris was recently featured on the inaugural episode of the AI Vitals podcast, where he dives deep into AI’s transformative role in healthcare. ?? Here, he unpacks how AI can enhance healthcare by fostering systems we can truly understand, trust, and act on. He also shares his insights on demystifying "black-box" AI, showing us how transparency and accountability are key to sparking innovation without losing the human element. ?? Curious about where AI and healthcare intersect? Tune in to learn how we can revolutionize the industry while keeping human trust at the center. ?? Full set of links where you can listen included below! #AI #HealthcareInnovation #HumanTrust #TransparentAI #Healthcare

?? The Future of AI: The Missing Ingredient for True Business Impact? Causality. ? At Howso, we're on a mission to uncover the innovations shaping AI's next wave and its long-term value for businesses. That's why we're pleased to have been featured in SiliconANGLE & theCUBE's latest research note on the rise of Causal AI—the key to unlocking high-ROI use cases and addressing the limitations of today’s AI. ? ?? What is Causal AI? Unlike traditional AI models that predict outcomes based on patterns in historical data, Causal AI focuses on understanding the "why" behind events. It’s built to interpret cause-and-effect relationships and adapt to changing business conditions. ?? State of the Market: According to the 2024 Gartner AI Hype Cycle, Causal AI will become a high-impact technology in the 2-5 year timeframe, a shift forward from the 2022 Gartner AI Hype Cycle that had it in the 5-10 year timeframe. ? ?? Why Does It Matter? Causal AI adds a layer of decision intelligence that today's AI models lack. It empowers businesses to identify root causes, improve explainability, and make better, more informed decisions. This is why leading organizations are already seeing significant gains in efficiency, brand engagement, and problem-solving capabilities by adopting Causal AI techniques. ? ?? Start Your Journey with Howso - Don’t let your AI investments fall short. Our Understandable AI? Platform simplifies causal analysis, making it accessible and scalable for everyday business use. We combine causal AI, synthetic data, attribution inferencing, and model monitoring into a single solution that drives value and mitigates risks. ? Read more from Scott Hebner + SiliconANGLE & theCUBE here: https://lnkd.in/eDCBwHkF ? #CausalAI #AI #ML #BusinessStrategy #ROI #AIInnovation #AIInBusiness

?? Elevate Your Data Watermarking with Howso! ?? In today's data-driven world, tracing the source and journey of your data is more crucial than ever. Whether you're handling internal datasets or sharing externally, Howso’s advanced data watermarking ensures data governance and lineage across every movement. ?? Key Benefits of Howso's Data Watermarking: ? Customizable & Invisible: embed metadata such as a source, timestamp, or recipient, all without altering the data's structure. ? Resilient Detection: even after manipulation, Howso’s watermark remains robust, protecting your data from misuse. ? Privacy-Preserving: embed tracking info in synthetic data while safeguarding privacy. Say goodbye to data mismanagement, leaks, and even buying back your own data! Howso's watermarking tool provides security for your most valuable asset—your data. ?? Want to learn more? Check the comments for the link to John Emmert's full blog post. #DataGovernance #DataWatermarking #DataSecurity #AI #Innovation

?? Unlocking the Future of AI: The Role of Synthetic Data ?? ? Exciting news! Our co-founder and CTO, Chris Hazard, was recently featured in an InformationWeek article discussing the transformative role of synthetic data in AI development. ? Human-generated, publicly available data is not an unlimited resource, but synthetic data offers a powerful solution to continue training AI models. However, quality control and validation is crucial. As Chris notes in the article: "Provenance and lineage start to become important because as we move further and further to using AI everywhere, you have to know the quality of the data going in to be able to trust the output." ? At Howso, we are focused on ensuring that as AI evolves, it remains understandable and transparent. We are the only synthetic data provider that empowers users to audit and explain the data they generate using our Understandable AI? platform. By leveraging Howso synthetic data, our customers reduce bias, protect privacy, and see higher returns on AI ROI. ? We’re proud to be at the forefront of these advancements, shaping a future where AI is both cutting-edge and trustworthy. ? ?? Read Carrie Pallardy's full article on InformationWeek's site: https://lnkd.in/ezqd3HQW ? #AI #SyntheticData #DataInnovation #MachineLearning #UnderstandableAI #InformationWeek #FutureOfAI #GenAI

?? Howso CEO Gaurav Rao Unveils Hallucination Free AI at Ai4 - Artificial Intelligence Conferences ?? At this year’s Ai4 conference in Las Vegas, Howso CEO Gaurav Rao unveiled a groundbreaking solution to one of the biggest challenges in AI: hallucinations. His presentation introduced an innovative approach aimed at addressing trust, regulatory compliance, and ROI challenges in AI adoption. In today’s fast-evolving landscape, businesses are caught in an AI paradox: skyrocketing investments paired with minimal returns. AI hallucinations—where models produce inaccurate or biased outputs—are a key contributor to this problem, affecting everything from data integrity to ethical AI development. Gaurav highlighted how Howso’s data-centric approach offers a clear path forward. By leveraging live data and focusing on three core capabilities—Learn, Generate, Validate—organizations can significantly improve their AI workflows: ?? Learn: gain insights, understand the data, and map its relationships. ?? Generate: make predictions with full attribution, provenance, and lineage. ??? Validate: assess the data's privacy and utility with audit trails. ?? The results speak for themselves: 52% faster data debugging, 76% faster across entire workflows, and 68% faster data validation. Howso's Hallucination Free AI is paving the way for greater transparency, trust, and ROI in the AI space, all while keeping innovation at the forefront. ?? Watch Gaurav's full talk here: https://lnkd.in/e6DmCBmR #AI #GenAI #HallucinationFreeAI #TechInnovation #AI4

?? Howso CEO Gaurav Rao Unveils Hallucination Free AI at Ai4 - Artificial Intelligence Conferences ?? At this year’s Ai4 conference in Las Vegas, Howso CEO Gaurav Rao unveiled a groundbreaking solution to one of the biggest challenges in AI: hallucinations. His presentation introduced an innovative approach aimed at addressing trust, regulatory compliance, and ROI challenges in AI adoption. In today’s fast-evolving landscape, businesses are caught in an AI paradox: skyrocketing investments paired with minimal returns. AI hallucinations—where models produce inaccurate or biased outputs—are a key contributor to this problem, affecting everything from data integrity to ethical AI development. Gaurav highlighted how Howso’s data-centric approach offers a clear path forward. By leveraging live data and focusing on three core capabilities—Learn, Generate, Validate—organizations can significantly improve their AI workflows: ?? Learn: gain insights, understand the data, and map its relationships. ?? Generate: make predictions with full attribution, provenance, and lineage. ??? Validate: assess the data's privacy and utility with audit trails. ?? The results speak for themselves: 52% faster data debugging, 76% faster across entire workflows, and 68% faster data validation. Howso's Hallucination Free AI is paving the way for greater transparency, trust, and ROI in the AI space, all while keeping innovation at the forefront. ?? Watch Gaurav's full talk here: https://lnkd.in/e6DmCBmR #AI #GenAI #HallucinationFreeAI #TechInnovation #AI4

?? Revolutionizing Synthetic Data with Howso ?? In today's data-driven world, privacy and governance are more critical than ever. That's where Howso steps in, redefining synthetic data with a game-changing approach that is: ?? Fully Auditable, Editable, and Explainable — No more black-box models! Unlike traditional platforms that hide their processes, Howso's synthetic data generation offers unmatched transparency and control. Here's how: 1?? Explainable AI: Full visibility into how your synthetic data is created. Audit and understand every variable. 2?? Editable Data: Modify variables, fix errors, and eliminate biases. Tailor your datasets to your exact needs. 3?? Unparalleled Accuracy: Achieve unparalleled accuracy compared to your original dataset, surpassing industry standards. 4?? Comprehensive Validation: Built-in tools measure quality, privacy, and suitability for AI training—ensuring your data meets the highest standards. 5?? Privacy and Compliance: Differential privacy mechanisms safeguard your data, making compliance with GDPR and other regulations seamless. 6?? Versatile Data Synthesis: From relational data to handling null values, Howso’s advanced capabilities set it apart from other platforms. Whether you’re developing AI/ML models, system testing, or ensuring data privacy, Howso provides a powerful solution for all your synthetic data needs. ?? Ready to elevate your data strategy? Discover the future of synthetic data with Howso—your partner in privacy, accuracy, and innovation. ?? Read more from John Emmert here: https://lnkd.in/dh4vqR_c #SyntheticData #AI #DataPrivacy #MachineLearning #GenAI

?? Breaking down the impact of Causal AI on banking, insurance, and retail ?? In today’s data-driven world, understanding the “why” behind AI-powered decisions is more critical than ever. Traditional AI models often act like black boxes, leaving businesses guessing about the factors driving specific outcomes. Enter Howso's Causal AI—the game-changer in data analysis! ?? Howso is at the forefront of this revolution, transforming AI from merely predicting outcomes to explaining them. With Howso, businesses can unlock powerful insights hidden within their data, revealing the cause-and-effect relationships that truly matter. Here’s how Causal AI is making a difference across industries: ?? Banking: Understand the key drivers behind customer behavior, such as why certain customers are more likely to default on loans. Take proactive steps like offering financial counseling based on clear, actionable insights. ??? Insurance: Detect fraud with precision by analyzing causal relationships in claim histories. Isolate key risk factors and enhance your fraud detection system with transparency and confidence. ?? Retail: Optimize inventory and understand customer purchase behavior. Identify the factors influencing demand fluctuations and fine-tune your marketing strategies to better target your customers. ?? Time Series Data: Empower financial forecasting by understanding the causal factors behind market trends. Make informed decisions with clear explanations and uncertainty quantification. ?? Ready to unlock the full potential of your data with Causal AI? Connect with a Howso expert today and explore how your business can benefit from Explainable and Understandable AI?. Read more from John Emmert here: https://lnkd.in/eGSpzUpB #AI #CausalAI #Banking #Insurance #Retail #DataScience #BusinessIntelligence #Howso #TechInnovation #DigitalTransformation

?? Breaking down the impact of Causal AI on banking, insurance, and retail ?? In today’s data-driven world, understanding the “why” behind AI-powered decisions is more critical than ever. Traditional AI models often act like black boxes, leaving businesses guessing about the factors driving specific outcomes. Enter Howso's Causal AI—the game-changer in data analysis! ?? Howso is at the forefront of this revolution, transforming AI from merely predicting outcomes to explaining them. With Howso, businesses can unlock powerful insights hidden within their data, revealing the cause-and-effect relationships that truly matter. Here’s how Causal AI is making a difference across industries: ?? Banking: Understand the key drivers behind customer behavior, such as why certain customers are more likely to default on loans. Take proactive steps like offering financial counseling based on clear, actionable insights. ??? Insurance: Detect fraud with precision by analyzing causal relationships in claim histories. Isolate key risk factors and enhance your fraud detection system with transparency and confidence. ?? Retail: Optimize inventory and understand customer purchase behavior. Identify the factors influencing demand fluctuations and fine-tune your marketing strategies to better target your customers. ?? Time Series Data: Empower financial forecasting by understanding the causal factors behind market trends. Make informed decisions with clear explanations and uncertainty quantification. ?? Ready to unlock the full potential of your data with Causal AI? Connect with a Howso expert today and explore how your business can benefit from Explainable and Understandable AI?. Read more from John Emmert here: https://lnkd.in/eGSpzUpB #AI #CausalAI #Banking #Insurance #Retail #DataScience #BusinessIntelligence #Howso #TechInnovation #DigitalTransformation

?? Exciting Partnership Announcement! ?? ? We’re thrilled to announce that Howso is partnering with IBM and IBM watsonx to revolutionize how businesses and individuals interact with AI-driven insights! ? This collaboration will leverage Howso’s unique Learn, Generate, and Validate capabilities, integrated seamlessly into a powerful chatbot interface, to provide users with a dynamic, intelligent, and interactive experience. ? ?? What does this mean? ?? Learn: develop a deep understanding of your data before acting upon it. ?? Generate: generate inferences, synthetic data, and watermarks with full auditability. ? Validate: mitigate risk by assessing your data's utility and privacy. ? Together with IBM watsonx, we’re making AI more accessible, intuitive, and impactful for everyone. ? Stay tuned for more updates on how this partnership will elevate AI ROI and business intelligence! See chatbot demo here: https://lnkd.in/eEveS35h #AI #BusinessIntelligence #Howso #Watsonx