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HomeTechnologyAI-powered forecasting for volatile markets

Companies face the challenge of identifying volatilities early on, for example in price, raw materials or the like, and making informed decisions, while relevant information is distributed across numerous external sources.
Maxitory supports organizations in analyzing price, competitive and market developments on a data-driven basis and making forecasts structurally usable.

Category:

Data & Analytics Consulting

services:

Price forecasting & Forecasting
Data integration & data preparation
AI-supported analysis
Dashboard & web application
Decision support

team:

Manager - Konstanze

Date:

November 22, 2023

Initial situation & challenge

The desire for more transparency, planning security and data-based decisions in volatile prices and markets.

Many companies face the challenge that data from competitors, market developments or trends are available in industry reports or websites, which increasingly brings challenges:

  • Price-relevant data is available in distributed reports and market sources

  • Manual evaluation is time-consuming and prone to errors

  • Historical data is considered in isolation

  • Forecasts are missing or incomprehensible

  • Decisions are based on assumptions instead of consolidated data

The goal was to develop a dashboard that displays the information in a bundled manner and also automatically derives recommendations for action and forecasts.

Maxitory's solution approach

End-to-End Sales Automation

Maxitory considers forecasts as an end-to-end analysis process – from the data source to the decision-making basis.
The goal is a central, automated and transparent web application that brings together historical price developments, trends and forecasts.

Typical components of the approach:

  • Connection of relevant market and price data sources

  • Automated data preparation and standardization

  • Modeling of price trends and forecast scenarios

  • Visualization in an understandable, web-based interface

“Value is not created by data – but by the ability to understand developments at an early stage.” Konstanze Beiner

Implementation & methodology

The innovation

1. Data Basis & Structure

Identification of relevant price and market data and sources as well as the establishment of a consistent data structure.

2. Analysis & Forecast

Derivation of trends, patterns and scenarios based on historical developments and weightings.

3. Visualization & Use

Provision of the results via an interactive and updateable web application to support decisions.

Results & Added Value

Enable satisfaction and success

Through the use of our analysis boards, measurable and sustainable added value can be created by Maxitory:

  • Central view of price trends and developments

  • Reduced manual analysis effort

  • Higher transparency in price assumptions

  • Improved decision quality through forecasts and scenarios

  • Scalable basis for further market analyses

Business, purchasing and competition decisions can thus be made more reliably and data-supported. Without missing important factors and developments.

Exemplary ROI & Business Impact

Based on the exemplary scenario presented

Use Case ROI Results

Better budget and planning decisions, faster reaction to market changes, reduced uncertainty in strategic assumptions

*Maxitory cannot guarantee an ROI.
Results are highly dependent on availability and quality and may vary.

The use case shows how AI-supported market forecasts can help companies to better understand volatile markets and secure decisions on a data-driven basis.

We promise to support you in the best possible way!

K. Beiner

AI DataAnalytics Economy PredictiveAnalytics
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