Ideas2IT Technologies

Enterprise problems don't come with instruction manuals. They're intricate, dynamic and constantly evolving. Your standard #AI tools? They hit a wall where human complexity begins. Businesses today are drowning in data but starving for actionable intelligence. Traditional AI systems have been limited, confined to their training data and unable to interact dynamically with the real world. AI bridges the gap between knowledge and action. At their core, these agents are sophisticated systems that can 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀𝗹𝘆 𝗼𝗯𝘀𝗲𝗿𝘃𝗲, 𝗿𝗲𝗮𝘀𝗼𝗻, and 𝗮𝗰𝘁. Imagine an intelligent system that proactively plans and executes complex tasks across your enterprise ecosystem. They leverage a powerful triad of capabilities: ► An intelligent core that reasons and makes decisions. ► Connectivity tools that access real-time external systems. ► A strategic orchestration layer that manages complex workflows. Unlike rigid automation tools, these agents can dynamically: ► Access external databases and APIs in real-time. ► Make informed decisions with minimal human intervention. ► Adapt to changing business contexts. ► Chain together multiple complex tasks seamlessly. From customer service to quality assurance, AI agents represent a new class of intelligent systems that can tackle 𝗺𝘂𝗹𝘁𝗶-𝘀𝘁𝗲𝗽, 𝗰𝗼𝗻𝘁𝗲𝘅𝘁𝘂𝗮𝗹𝗹𝘆 𝗰𝗼𝗺𝗽𝗹𝗲𝘅 𝗽𝗿𝗼𝗯𝗹𝗲𝗺𝘀 that would overwhelm traditional AI approaches. Where could #AIAgents make the biggest impact in your enterprise? #EnterpriseAI #IntelligentAutomation #AgenticAI

Financial services is leading in 𝗔𝗜 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁. Research indicates that 𝟯𝟮-𝟯𝟵% of the work performed across capital markets, insurance and banking businesses has high potential to be fully automated. In 2023, financial services firms spent $35 billion on AI, with projected investments expected to reach $𝟵𝟳 𝗯𝗶𝗹𝗹𝗶𝗼𝗻 by 𝟮𝟬𝟮𝟳. With this sizeable investment in financial services, prominent use cases across the enterprise are streamlining tasks, reducing operational costs, and improving accuracy through automation and ML. To achieve these improvements and keep up with the rapid pace of innovation, business leaders require a flexible AI strategy. They will also need to continuously monitor this space, especially over the next two to three years. But what does this $𝟵𝟳 𝗯𝗶𝗹𝗹𝗶𝗼𝗻 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁 mean for 𝗯𝗮𝗻𝗸𝗶𝗻𝗴'𝘀 𝗳𝘂𝘁𝘂𝗿𝗲? As financial institutions race to transform their operations, 𝗚𝗲𝗻 𝗔𝗜 stands at the forefront of this revolution. From enhancing credit risk assessment to customer service and strengthening fraud detection, banks are already turning these investments into tangible value. As financial institutions race to transform their operations, Gen AI is changing key banking functions through 𝗶𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝘃𝗲 𝘂𝘀𝗲 𝗰𝗮𝘀𝗲𝘀. Read more on it here: https://lnkd.in/gq-Wy6Gp #FinancialServices #Banking #GenAI #Ideas2IT

The most successful companies today are not just software companies, they’re data-driven companies. In the world of #AI and #ML, the quality of your data is the most important factor that determines the success of your models. Without a strong data foundation, your entire data-driven strategy is undermined. It’s easy to assume that the latest AI tech can overcome poor data, but even Gen AI (which ingests massive amounts of unstructured data) requires clean, structured inputs to deliver useful, accurate results. Without this foundation, AI outputs can be inaccurate, misleading, and harmful to your business. To ensure that your models continue to provide value, 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗱𝗮𝘁𝗮 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗺𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 is essential. From data cleansing and anomaly detection to lineage tracking, automation helps ensure that your data remains reliable, scalable, and consistent. Without proper monitoring, even the best AI models are prone to misbehave. Enhance your data quality with automated monitoring. Read our in-depth blog on AI in Data Cleansing: https://lnkd.in/g8Sz-dCj #DataQuality #AIinData #GenAI #Ideas2IT

As an Advanced Amazon Web Services (AWS) Partner, Ideas2IT has been working with AWS on a bunch of exciting things. With our team heading to #Chicago next week for 𝗔𝗪𝗦 𝗥𝗲𝘃𝗫 𝗣𝗮𝗿𝘁𝗻𝗲𝗿 𝗗𝗮𝘆, we’ve got something special in store—can’t wait to share more soon. For now, see you in Chicago! If you're curious about how 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀 and 𝗳𝗮𝘀𝘁-𝗴𝗿𝗼𝘄𝗶𝗻𝗴 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝘁𝗲𝗮𝗺𝘀 are incorporating #GenAI, #AgenticAI and more into their strategies, drop us a 𝗗𝗠. We’ll be happy to set up a meeting with our team. Alex Weiss Simon Johnson Rob Lang Susan Laurento John Stong Doug Kredel Aswin Raj #AWS #Ideas2IT

The global 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲 𝗺𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝘀𝘆𝘀𝘁𝗲𝗺 (PMS) market is set to reach $𝟭𝟮.𝟰𝟳 𝗯𝗶𝗹𝗹𝗶𝗼𝗻 by 𝟮𝟬𝟮𝟳, as healthcare providers face increasing 𝗮𝗱𝗺𝗶𝗻𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝘃𝗲 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀. PMS solutions are essential for streamlining operations, improving efficiency and delivering better care, integrating everything from scheduling to billing and reporting in one platform. 𝗜𝗱𝗲𝗮𝘀𝟮𝗜𝗧 addresses these challenges with 𝗛𝗜𝗣𝗔𝗔-𝗰𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝘁 SaaS solutions that merge practice management and physical therapy EMR. Our systems integrate intelligent scheduling, seamless documentation, and automated billing, enabling clinics of all sizes to focus more on patient care and less on administrative tasks. A recent client we worked with was a 𝗵𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗽𝗿𝗼𝘃𝗶𝗱𝗲𝗿. By simplifying administrative workflows and integrating key functionalities into one platform, we empowered their team to spend more time with patients, improving overall care delivery. Curious how we did it? Check out the full 𝗰𝗮𝘀𝗲 𝘀𝘁𝘂𝗱𝘆 to learn more about our impact on healthcare practice management. https://lnkd.in/g72Q32fw #Healthcare #HIPAA #CaseStudy #Ideas2IT

Today, choosing the right architecture for your enterprise is more important than ever. Whether you're sticking with a monolithic architecture or modernizing to microservices, the decision shapes your business's scalability, efficiency and long-term growth potential. ➜ Monolithic may be simpler for smaller-scale applications but can quickly lead to challenges as your business grows, limiting scalability and flexibility. ➜ Microservices, on the other hand, offer a more flexible approach with independent services that scale and evolve separately, but they require a more complex implementation and management. This is where Ideas2IT comes in. As your strategic partner, we help you navigate the complexities of modernization, ensuring that you choose the right architecture to meet your business needs today and in the future. We bring deep expertise and a cloud-first approach to modernizing your systems, enabling faster deployments, cost savings and greater scalability. Want to make the right decision for your enterprise's future? Dive deeper into the decision-making process with our blog: https://lnkd.in/gaJkhxb8 #EnterpriseArchitecture #Monolithic #Microservices #Ideas2IT

For years, #AI progress was tied to deep pockets. Bigger models. Greater compute. Steeper bills. #DeepSeek just flipped that script. ➜ 5x cheaper than OpenAI’s GPT-4o. ➜ Comparable (or better) performance against AI giants. ➜ Lower hardware & compute requirements. ➜ Open-source, fueling rapid innovation. DeepSeek’s leaner approach is making AI powerful, 𝗮𝗰𝗰𝗲𝘀𝘀𝗶𝗯𝗹𝗲 𝗮𝗻𝗱 𝗰𝗼𝘀𝘁-𝗲𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲. As an open-source model, they're challenging the notion that AI development requires vast resources, potentially 𝗱𝗲𝗺𝗼𝗰𝗿𝗮𝘁𝗶𝘇𝗶𝗻𝗴 𝗮𝗰𝗰𝗲𝘀𝘀 to 𝗮𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗔𝗜 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀. While DeepSeek is exciting, we recommend a 𝘄𝗮𝗶𝘁-𝗮𝗻𝗱-𝘄𝗮𝘁𝗰𝗵 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 for large-scale enterprise use due to geopolitical risks, data privacy concerns, and potential distillation issues. For now, we suggest the self-hosted option to address security. At 𝗜𝗱𝗲𝗮𝘀𝟮𝗜𝗧, our AI team brings deep expertise in building robust AI infrastructures, including LLMs and deploying them for diverse, real-world use cases. We’ve begun integrating DeepSeek’s LLMs into our innovation labs to explore how these models can drive groundbreaking projects for our clients. Our goal is to be the 𝘁𝗿𝘂𝘀𝘁𝗲𝗱 𝗽𝗮𝗿𝘁𝗻𝗲𝗿 𝗳𝗼𝗿 𝘀𝘁𝗮𝗿𝘁𝘂𝗽𝘀 𝗮𝗻𝗱 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀 looking to harness AI's power securely. We’re already running tests with self-hosted models and gearing up to roll them out to clients to accelerate their AI journeys with confidence. #AI #DeepSeek #LLMs #Innovation #Ideas2IT

AI is improving 𝗰𝗹𝗶𝗻𝗶𝗰𝗮𝗹 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀, but adoption is about trust, usability and real-world impact. 💡 𝗪𝗵𝗲𝗿𝗲 𝗔𝗜 𝘀𝘂𝗰𝗰𝗲𝗲𝗱𝘀: It’s reducing screen time, cutting down cognitive load and giving clinicians a head start on documentation and patient communication. ⚠️ 𝗪𝗵𝗲𝗿𝗲 𝗔𝗜 𝘀𝘁𝗶𝗹𝗹 𝘀𝘁𝗿𝘂𝗴𝗴𝗹𝗲𝘀: Generic models don’t work in healthcare. AI must be adaptive to specialties, continuously updated with medical knowledge and seamlessly integrated into existing systems - not just an extra tool clinicians have to manage. The next phase of AI in medicine is about making AI reliable, contextual, and effortless to use. What will it take for AI to be trusted as a medical tool and not just an experiment? Let’s discuss. 👇 #AI #Healthcare #Clinicians #AITools

Legacy technology is the primary pain point for 66% of payers. The payer landscape is experiencing a major shift as organizations grapple with aging tech stacks amid rising member expectations. This leaves us with the question: how to modernize core systems while maintaining uninterrupted service delivery? Our Gen AI-powered modernization approach addresses this complexity head-on. By embedding Gen AI throughout the modernization journey, from initial assessment through deployment, we enable payers to accelerate their transformation while maintaining precision and reliability. Our experience has shown that intelligent automation can reduce modernization timelines and costs by up to 50% - crucial metrics for payers operating in a competitive landscape. The path forward requires a thoughtful approach that balances immediate operational needs with long-term strategic goals. By leveraging AI accelerators at every stage, payers can navigate this transformation with confidence, ensuring their technology infrastructure evolves to meet both current demands and future opportunities. See how we’re helping payers by enhancing payer-provider communication, improving care coordination and enabling data-driven decisions: [link in first comment] #HealthcareInnovation #ApplicationModernization #Payers #GenerativeAI #Ideas2IT

The HHS AI Strategic Plan for Medical Research & Discovery lays the groundwork for advancing how we approach health innovation. By integrating AI, we’re advancing the pace of research and opening up new frontiers in medical discovery. The focus is clear—drive accessibility, reduce costs and meet the ever-growing patient needs. This is tackling the real challenges the healthcare industry is facing - data privacy, security risks and equity. For instance, AI adoption can speed up drug discovery and medical product development, but there are real risks like data breaches and misuse that demand attention. The balance between innovation and ethics is crucial. The plan’s action steps are equally bold. Bridge2AI is pushing the boundaries of research with AI-ready data, while AIM-AHEAD is promoting inclusivity in underserved communities. The goal is to ensure that everyone, no matter their background, has access to the benefits of AI-powered medical breakthroughs. The focus is not only on the technology but on who it serves and how. #HealthInnovation #AIinHealthcare #MedicalResearch #HHS