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How to Enforce Role-Specific Access in LLM-Driven Enterprise Tools
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  • Artificial Intelligence
  • Machine Learning

How to Enforce Role-Specific Access in LLM-Driven Enterprise Tools

  • Santosh Sinha
  • April 10, 2025

As LLMs become embedded into enterprise applications, from customer service bots to internal productivity copilots, their powerful capabilities demand tighter control over who can access what. Without proper role-specific access control, LLMs risk exposing sensitive data, triggering unauthorized actions, or …

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Aligning LLM Behavior with Organizational Values and Compliance Needs
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  • Artificial Intelligence
  • Machine Learning

Aligning LLM Behavior with Business Values and Compliance

  • Santosh Sinha
  • April 9, 2025

As LLMs become more embedded into enterprise workflows, the focus has shifted from just performance to alignment, ensuring these AI systems behave in ways that reflect an organization’s values, priorities, and compliance requirements. This isn’t just about ethics or branding, …

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Building Safe & Compliant LLMs for Regulated Industries
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  • Artificial Intelligence
  • Machine Learning

Building Safe & Compliant LLMs for Regulated Industries

  • Santosh Sinha
  • April 9, 2025

The rise of LLMs has ushered in a new era of possibilities for industries across the board. But when it comes to highly regulated sectors like healthcare, finance, and law, the stakes are significantly higher. From patient data to financial …

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Modular Safety Architecture for LLM Apps
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  • Artificial Intelligence
  • Machine Learning

Modular Safety Architecture for LLM Apps

  • Santosh Sinha
  • April 8, 2025

As LLMs become more integrated into critical business workflows, ensuring their safe and responsible use is paramount. From customer support to healthcare triage, LLMs are being deployed in environments where errors, biases, or unsafe outputs can have significant consequences.

To …

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Layering LLMs
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  • Artificial Intelligence
  • Machine Learning

Layering LLMs: Using One Model to Safeguard Another

  • Santosh Sinha
  • April 8, 2025

LLMs such as GPT-4, Claude, and Gemini have revolutionized the way we interact with machines, enabling intelligent assistants, code generation, automated content creation, and more. However, as their capabilities grow, so do the risks: hallucinations, offensive responses, prompt injections, jailbreaks, …

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AI in Hyperautomation
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  • Salesforce

AI in Hyperautomation: Salesforce’s Game-Changing Impact

  • Santosh Sinha
  • March 28, 2025

In today’s rapidly evolving digital landscape, businesses are under constant pressure to streamline operations, reduce costs, and enhance customer experiences. Organizations across industries are dealing with an explosion of data, increasing customer expectations, and the need for real-time decision-making. Traditional …

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