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Posts by tag

AI

49 posts
  • Artificial Intelligence

How to Build Scalable Multi Tenant Architectures for AI Enabled SaaS

  • Santosh Sinha
  • October 24, 2025
How to Build Scalable Multi Tenant Architectures for AI Enabled SaaS

Lessons from the Trenches

If you’re building an AI powered SaaS platform in 2025, you know one thing for certain: every customer expects personalized, fast, and secure experiences. They want the magic of AI, but with all the predictability and …

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From Data Chaos to AI Agent: How Startups Can Unlock Hidden Value in 8 Weeks
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  • Artificial Intelligence

From Data Chaos to AI Agent: How Startups Can Unlock Hidden Value in 8 Weeks

  • Santosh Sinha
  • September 29, 2025

In small startups and businesses, data is often messy, fragmented, and underleveraged. Yet within those siloes, logs, user events, CRM entries, feedback forms, and support tickets lie rich signals. The challenge is converting that “data chaos” into structured insight and …

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What We Learned From Replacing Legacy Workflows with AI Agents
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  • Artificial Intelligence

What We Learned From Replacing Legacy Workflows with AI Agents

  • Santosh Sinha
  • July 24, 2025

Legacy Isn’t Just Old Code, It’s a Mindset

Every company has a legacy system.

Sometimes it’s an actual codebase from the 90s still powering mission-critical functions. But more often, it’s the way teams work, the stitched-together spreadsheets, the repetitive PDF …

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Why the Next Generation of Startups Will Be Native AI First
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  • Artificial Intelligence

Why the Next Generation of Startups Will Be Native AI First

  • Santosh Sinha
  • July 21, 2025

The AI hype is real, but for most startups, integrating ChatGPT into a feature isn’t the same as building an AI-native product.

We’re at the edge of a generational shift: from SaaS 2.0 to Native AI-first startups, companies architected from …

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AI Cost Optimization: How to Measure ROI in Agent-Led Applications
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  • Artificial Intelligence
  • Machine Learning

AI Cost Optimization: How to Measure ROI in Agent-Led Applications

  • Santosh Sinha
  • June 9, 2025

AI agents are no longer experimental, they’re operational. From autonomous customer support to real-time sales agents, businesses across industries are leveraging AI agents to streamline tasks, enhance productivity, and reduce operational costs. But with the growing complexity and investment involved, …

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LLMs for Startups: How Lightweight Models Lower the Barrier to Entry
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  • Artificial Intelligence
  • Machine Learning

LLMs for Startups: How Lightweight Models Lower the Barrier to Entry

  • Santosh Sinha
  • June 2, 2025

Startups today are building in a world increasingly driven by AI. But when it comes to LLMs, many early-stage founders worry about infrastructure costs, privacy concerns, and technical complexity. Fortunately, a new wave of lightweight LLMs is changing the game, …

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Latest Post
  • The Hidden Costs of Context Windows: Optimizing Token Budgets for Scalable AI Products
  • The Science Behind Vibe Coding: Translating Founder Energy into Code
  • How to Build Scalable Multi Tenant Architectures for AI Enabled SaaS
  • The Data Moat is the Only Moat: Why Proprietary Data Pipelines Define the Next Generation of AI Startups
  • From Data Chaos to AI Agent: How Startups Can Unlock Hidden Value in 8 Weeks
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