Summary
Solusi ini merupakan langkah awal krusial dalam pengambilan keputusan untuk perencanaan dan penerapan solusi. Melalui analisis yang dilakukan secara sistematis, perusahaan dapat melakukan validasi dan verifikasi akan isu-isu yang dihadapi sebelum menerapkan solusi.
This process not only helps identify the root of the problem but also reduces the risk of assumption errors. With the support of strategic analysis and data mastery, companies can design more effective risk mitigation, making the implemented solutions more targeted, optimal, and sustainable..
Manfaat bagi Perusahaan
- Meningkatkan akurasi perencanaan bisnis hingga 30–50% melalui analisis deviasi yang berkelanjutan.
- Mengurangi MAPE hingga di bawah 10% dalam proyeksi penjualan dan operasional.
- Mempercepat pengambilan keputusan dengan visualisasi pemetaan kinerja aktual vs rencana secara real-time.
- Mendorong konsistensi eksekusi strategi dengan deteksi dini penyimpangan dan rekomendasi koreksi berbasis AI.
When Diagnosis is Needed
Solusi ini sangat penting dalam berbagai situasi, terutama ketika perusahaan menghadapi ketidakpastian atau perubahan. Berikut adalah beberapa momen kunci di mana solusi ini sangat diperlukan:
- Decline in sales or profits.
- Uncontrolled increase in operational costs.
- Common cash flow problems.
- Decreasing customer satisfaction.
- Employees who are unmotivated or unproductive.
- The company is aware of problems or opportunities, but does not yet know exactly what needs to be fixed or improved..
- The company has goals it wants to achieve, but does not know how to reach them..
- The company feels "stuck" and doesn't know what the next steps should be.
- The company has many ideas, but does not know which ones are the highest priority and worth pursuing..
- The company needs clear guidelines to formulate effective strategies and action plans.
- Changes in regulations or government policies.
- Changes in market trends or customer preferences.
- Changes in technology or competition.
- Changes in organizational or management structure.
How Matasigma Helps
Matasigma helps companies utilize artificial intelligence (AI) systems (Agent AI) comprehensively, assisting companies and expert teams to
Role of AI: AI helps companies (clients) streamline the process of identifying goals and scope by quickly and accurately analyzing the information provided by the company and industry trends using Smart Assistant, which is a Chat-based AI Agent.
Role of AI: AI will help automate the collection of data from various sources, ensuring the completeness and accuracy of the collected data, including data collection through questionnaires, interviews, role-playing, and simulations.
Role of AI: AI helps perform real-time data analysis, identifying patterns and anomalies that may not be detected manually, as well as providing deeper insights for companies (clients) and expert teams according to specified parameters.
Role of AI: AI helps consultants or experts in identifying problems by comprehensively analyzing data based on data patterns.
Role of AI: AI helps consultants or experts formulate hypotheses by analyzing data and providing recommendations based on detected patterns.i.
Role of AI: AI assists consultants or experts in formulating recommendations by analyzing various scenarios and providing optimal suggestions based on data and predictions.
Role of AI: AI assists consultants or experts in report preparation by automating the creation of data visualizations and presenting information in an easily understandable format.