Laher founded AIVeda in 2023 to give regulated enterprises production-grade AI without giving up control of their data. She spent close to two decades in enterprise technology before that, including AVP roles at Kellton Tech and Successive Digital and VP of Information Technology at Eicore Technologies, leading digital transformation programmes across insurance, healthcare, e-commerce and education. She is also co-founder of NeuralMinds.io and was recognised in the ET Edge 40 Under 40 North Edition. She writes here on enterprise AI strategy, adoption and governance.
Artificial intelligence is quickly becoming a key component of business operations. Businesses are using AI to automate processes, evaluate sensitive data, and enhance decision-making in a variety of industries, including financial services, healthcare, retail, and logistics. However, private AI compliance is becoming increasingly important as AI systems are integrated into vital company infrastructure. Sensitive data, […]
March 18, 2026Enterprises no longer experiment with generic AI tools. They now demand precision, control, and measurable outcomes. This shift explains the growing focus on private LLM use cases built for specific business functions. Instead of deploying a single horizontal model across the organization, companies design private LLMs for enterprises that align with legal, support, compliance, and […]
January 30, 2026The debate between private LLM vs public LLM has swiftly progressed from a technical discussion to a decision at the boardroom level. The choice of deployment strategy has a direct impact on security posture, cost predictability, regulatory readiness, and long-term AI ownership as businesses integrate massive language models into mission-critical workflows, such as customer support, […]
January 20, 2026Artificial intelligence is now a fundamental corporate capacity rather than an experimental technology. AI is increasingly ingrained in the operations of contemporary businesses, powering customer-facing apps and automating internal tasks. As adoption grows, companies are increasingly faced with a strategic decision: should they rely on SaaS AI tools or invest in a private large language […]
January 13, 2026There is tremendous pressure on regulated sectors like banking, healthcare, fintech, and legal services to implement generative AI. Executives desire automation, more efficiency, and quicker decision-making. However, because of stringent laws like HIPAA, GDPR, SOC 2, PCI-DSS, and FINRA, compliance risks are also rising. This leads to a basic contradiction between risk and creativity.. Serious […]
January 2, 2026The way individuals find information online is evolving more quickly than ever. For years, SEO was sufficient to help brands gain attention. Today, however, AI tools such as ChatGPT, Perplexity, Bard, Gemini, and Claude are emerging as the new “search engines.” These AI models do not display a list of links; instead, they provide a […]
November 28, 2025Imagine a global insurance firm. Every month, thousands of claims documents flood in—policies, incident reports, legal assessments. The firm implemented a privately-hosted large-language-model solution so internal teams could query and summarise the data on-premises without ever exposing sensitive customer records to a public cloud model. Within six months, they reduced document-processing time, while preserving full […]
October 25, 2025Banks, insurers, payment firms—your industry (BFSI: Banking, Financial Services, Insurance) sits under intense pressure. Customers expect fast, smart, personalized service. Regulators enforce heavy rules. Fraudsters and cyber threats never sleep. When you add in the promise (and risk) of AI, especially large language models (LLMs), you’ve got to get security and compliance right. Private LLMs […]
October 3, 2025Healthcare has always been about trust. Patients trust you with their most sensitive information—medical histories, lab results, diagnoses, and even the details of their personal lives. If that data leaks or is misused, the damage is permanent. Regulators know this too, which is why healthcare has some of the strictest compliance rules anywhere. At the […]
October 3, 2025AI agents are in high demand in 2025. Companies are no longer relying only on simple chatbots. They want intelligent agents that can manage tasks, make decisions, and improve workflows. You see this shift in every industry—healthcare, finance, retail, and enterprise operations. AI agents are becoming part of daily business. Here’s the problem: building the […]
September 19, 2025