Cotton intelligence project
Janvi shahdraft a proposal for the same
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Cotton Intelligence & Price Forecasting Platform
AI-driven decision support for cotton procurement. Consolidating global market data, crop intelligence, speculative positioning, and Indian domestic signals into a single 365-day price forecast with actionable confidence intervals.
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Powering smarter cotton procurement decisions with AI-driven forecasting, real-time market intelligence, and 15+ automated data pipelines — from ICE futures to Indian Kapas arrivals.
Select Your Dashboard Role
The Cotton Intelligence Platform provides tailored views based on your role. Choose your access level to explore forecasts, market analytics, and procurement intelligence.
Super-Admin
Full platform control with model registry management, pipeline health monitoring, and user access governance across all modules.
HR-Admin
Procurement-focused dashboard access with forecast analytics, supply-demand intelligence, and India market data for sourcing decisions.
Employee
Read-only access to daily price forecasts, market summaries, and key alerts to stay informed on cotton market movements.
AI-Driven Cotton Intelligence, One Unified Dashboard
Consolidating global market data, crop intelligence, speculative positioning, macro-economic signals, and Indian domestic data into a single decision-support platform — powered by a Prophet + LSTM ensemble forecasting engine refreshed daily.
Every Signal, One Dashboard
From live ICE futures forecasts to Indian mandi arrivals, each module delivers actionable intelligence powered by 15+ automated data pipelines and our Prophet + LSTM ensemble engine.
365-day daily ICE CT1 forecast with 80% and 95% confidence intervals, refreshed at each trading day close.
Explore moduleWASDE country-level production, consumption, and ending stocks with month-on-month change tracking.
Explore moduleUSDA NASS crop progress, NOAA 15-day GFS forecasts, and regional soil moisture across key growing areas.
Explore moduleCFTC Commitment of Traders data with net positioning trends, speculative vs commercial breakdown.
Explore moduleDXY, WTI crude, PSF prices, and synthetic fibre competitiveness index to model demand-side dynamics.
Explore moduleKapas arrivals, CAI pressing estimates, MCX spot prices, and mandi-level data across 12 major markets.
Explore moduleUSA and India acreage shifts, soybean/maize/groundnut price ratios, and planting-decision supply models.
Explore moduleProphet + LSTM ensemble accuracy: MAPE, directional accuracy, and rolling 30-day error tracking.
Explore module15+ Live Pipelines, Zero Manual Intervention
Every signal that moves cotton markets — from ICE futures and USDA reports to Indian mandi arrivals and competing crop dynamics — flows automatically into the forecasting engine with guaranteed freshness SLAs.
The Critical October–January Buying Window
Cotton procurement decisions are concentrated in specific windows aligned with global crop harvests, market arrivals, and liquidity cycles. The platform is designed to be most actionable during these periods.
Access AI-powered price forecasts, 15+ automated data pipelines, and real-time market intelligence — all built to optimize your October–January buying window and year-round sourcing decisions.
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