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Author: Apoorvavenkata

Shipping Real Sales Forecasts: How Model Context Protocol Enables AI Agents to Use Your Data in Production
Latest  Machine Learning

Shipping Real Sales Forecasts: How Model Context Protocol Enables AI Agents to Use Your Data in Production

Apoorvavenkata
15 likes
January 20, 2026

Author(s): Apoorvavenkata Originally published on Towards AI. If you have worked on sales forecasting as a product manager, data analyst, or data scientist, this situation will sound familiar. Most sales forecasts work well in notebooks but fall apart the moment they’re connected …

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How I Automated Sales KPI Reporting with n8n and Cut 99% of Manual Work
Data Analysis  Data Science  Latest  Machine Learning

How I Automated Sales KPI Reporting with n8n and Cut 99% of Manual Work

Apoorvavenkata
40 likes
December 28, 2025

Author(s): Apoorvavenkata Originally published on Towards AI. Every sales organization depends on understanding which distributors perform best and which items drive the most volume. Yet in many analytics teams, this information remains trapped in spreadsheets, requiring manual cleanup, complex formulas, pivot tables, …

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