The Future of Tech Due Diligence: How Investors Can Avoid Multi-Million Dollar Mistakes
Overview :
Technical due diligence (Tech DD) is no longer a secondary check, it is now a mission-critical function for venture capital (VC) firms, private equity (PE) funds, and strategic investors. With startups scaling faster than ever in SaaS, AI-first, and deep-tech domains, hidden technology risks can erode investment value, trigger compliance failures, and lead to catastrophic losses.
From Proof-of-Concept to Enterprise-Scale: Deploying LLMs Safely and Effectively
Overview :
Most enterprises experiment with LLMs via Proof-of-Concepts (PoCs). While these early pilots demonstrate potential, very few transition into production-ready, enterprise-scale deployments. Reasons include fragile architecture, inadequate data pipelines, compliance gaps, and runaway operational costs.Dextralabs’ structured approach, combining scalable architecture, compliance-first deployment, and governance frameworks, ensures LLMs deliver sustainable business impact.
