{"id":755,"date":"2026-10-01T20:44:27","date_gmt":"2026-10-01T23:44:27","guid":{"rendered":"https:\/\/www.smartservices.com.ar\/soluciones\/forecasting-planning\/"},"modified":"2026-10-02T19:50:39","modified_gmt":"2026-10-02T22:50:39","slug":"forecasting-planning","status":"publish","type":"solution","link":"https:\/\/www.smartservices.com.ar\/en\/solutions\/forecasting-planning\/","title":{"rendered":"Forecasting and Planning"},"content":{"rendered":"

Solutions<\/a>\/<\/span> Forecasting and Planning<\/p>

FORECASTING AND PLANNING<\/p>

Preparing a forecast should not take longer than analyzing it.<\/h1><\/div>

We connect history, variables, and operating data to accelerate projections and scenarios.<\/p>Models produce estimates. Uncertainty remains.<\/strong>

Assess a process \u2192<\/span><\/a>See a real outcome \u2193<\/span><\/a><\/div><\/div><\/div><\/div><\/section>

FROM DATA TO DECISION<\/p>

A projection begins before the model.<\/h2>
History<\/strong>Variables<\/strong>Operating data<\/strong>Scenarios<\/strong><\/div>\u2193<\/i>Processing<\/span>\u2193<\/i>Forecast<\/span>\u2193<\/i>Scenarios \/ adjustments<\/span>\u2193<\/i>Decision<\/span><\/div>

More variables do not guarantee a better estimate. They must be relevant and available.<\/p><\/div><\/section>

THREE DIFFERENT QUESTIONS<\/p>

REPORTING<\/span>

What happened?<\/h2><\/article>
FORECAST<\/span>

What might happen?<\/h2><\/article>
PLANNING<\/span>

What do we do with that information?<\/h2><\/article><\/div><\/div><\/section>

WHAT CAN BE ASSESSED<\/p>

Time series tied to an operating decision.<\/h2>
01<\/span>

Demand and sales<\/h3>

Horizons and signals defined for the business.<\/p><\/article>

02<\/span>

Purchasing and production<\/h3>

Operating information gathered from several sources.<\/p><\/article>

03<\/span>

Inventory and capacity<\/h3>

Constraints made visible within the analysis.<\/p><\/article>

04<\/span>

Scenarios<\/h3>

Conservative, expected, or expansive when useful.<\/p><\/article><\/div>

Not every phenomenon is predictable. Data, horizon, stability, and objective shape the outcome.<\/p><\/div><\/section>

MANUFACTURING CASE \u00b7 PREPARATION TIME<\/p>

11 days<\/strong>\u2192<\/i>~1 minute<\/strong><\/div>

Monthly production and purchasing forecast.<\/h2>

A system with an autonomous agent gathers and processes real information from multiple sources.<\/p>

The metric covers preparation and processing. It does not claim improved accuracy.<\/p>Explore the Manufacturing case \u2192<\/span><\/a><\/div><\/div><\/div><\/section>

FORECAST + WHAT-IF<\/p>

An estimate should also support the question, \u201cwhat happens if X changes?\u201d<\/h2>