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Harshit Chouhan

Co-Founder & CPO at Colrows. Ex-Microsoft Copilot, IIT Kharagpur. Building AI that helps enterprises unlock intelligence from unstructured data and knowledge.

Location India, Pune Joined Joined on  Email address harshit@colrows.com Personal website https://colrows.com/

Education

Indian Institute of Technology, Kharagpur

Work

Co-Founder and Chief Product Officer@Colrows

MCP for Business Intelligence: How AI Agents Should Query Enterprise Data
harshit_colrows profile

MCP for Business Intelligence: How AI Agents Should Query Enterprise Data

#ai #mcp #architecture #opensource
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2 min read

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Conversational BI Tools in 2026, Scored on Governance, Determinism, and Reach
harshit_colrows profile

Conversational BI Tools in 2026, Scored on Governance, Determinism, and Reach

#dataengineering #database #ai #datascience
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2 min read
Generative BI (GenBI): What It Is, and the Tools That Do It Well in 2026
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Generative BI (GenBI): What It Is, and the Tools That Do It Well in 2026

#dataengineering #database #ai #datascience
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2 min read
Token Cost: Why Brittle Semantic Layers Bleed Capital
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Token Cost: Why Brittle Semantic Layers Bleed Capital

#ai #dataengineering #architecture #datascience
1
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2 min read
Semantic Layer for BigQuery: Governed, Deterministic SQL for Your AI Agents
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Semantic Layer for BigQuery: Governed, Deterministic SQL for Your AI Agents

#dataengineering #database #ai #cloud
2
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2 min read
MCP Is Not Enough: Why Enterprise AI Agents Need a Governed Semantic Layer
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MCP Is Not Enough: Why Enterprise AI Agents Need a Governed Semantic Layer

#ai #mcp #architecture #opensource
1
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2 min read
Self-Serve Analytics: Why Deterministic Governance is the Missing Link
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Self-Serve Analytics: Why Deterministic Governance is the Missing Link

#ai #dataengineering #architecture #datascience
1
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2 min read
The Semantic Control Plane: Deterministic Governance for AI
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The Semantic Control Plane: Deterministic Governance for AI

#ai #dataengineering #architecture #datascience
1
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2 min read
The Best Text-to-SQL Tools in 2026, Scored on Accuracy, Governance, and Reproducibility
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The Best Text-to-SQL Tools in 2026, Scored on Accuracy, Governance, and Reproducibility

#ai #sql #llm #database
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2 min read
dbt Semantic Layer Alternatives for Multi-Warehouse Estates (2026)
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dbt Semantic Layer Alternatives for Multi-Warehouse Estates (2026)

#dataengineering #database #ai #datascience
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2 min read
Looker Pricing in 2026: What Google Publishes, What You Actually Pay
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Looker Pricing in 2026: What Google Publishes, What You Actually Pay

#dataengineering #database #ai #datascience
2
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2 min read
dbt Semantic Layer vs Cube vs AtScale: Choosing an Enterprise Semantic Layer
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dbt Semantic Layer vs Cube vs AtScale: Choosing an Enterprise Semantic Layer

#dataengineering #database #ai #datascience
2
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2 min read
The Text-to-SQL Accuracy Cliff: Why Deterministic Compilers Beat LLM Guessing
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The Text-to-SQL Accuracy Cliff: Why Deterministic Compilers Beat LLM Guessing

#ai #sql #llm #database
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2 min read
RAG vs. Semantic Layer: Why AI Needs Deterministic Governance
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RAG vs. Semantic Layer: Why AI Needs Deterministic Governance

#dataengineering #database #ai #datascience
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2 min read
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