Smart CapEx CoPilot Included in TMForum's Top Use Cases Document (DT4DI)
- apperminov
- Apr 8
- 2 min read
We are pleased to share that Avantmind.AI's Smart CapEx CoPilot has been included in the top use cases document version 9.0.0 of TMForum's Digital Twin for Decision Intelligence (DT4DI) project. This inclusion reflects our ongoing work in transforming telecom network evolution planning and strategic decision-making through AI-powered Digital Twin technology.
Advancing Digital Twin Applications
Being part of TMForum's official use cases document provides an opportunity to share our approach with the industry. TMForum, as the global industry association driving digital transformation in the telecom sector, has compiled these use cases to illustrate practical applications of their Digital Twin for Decision Intelligence framework.
About Smart CapEx CoPilot
The Smart CapEx CoPilot, powered by our iPrism AI Digital Twin platform, addresses critical challenges faced by telecom operators in network evolution planning:
Traditional Approach Limitations: Conventional network planning typically takes weeks per scenario evaluation, with operators limited to reviewing only 2-3 static scenarios for each strategic decision.
Our Solution: Smart CapEx CoPilot enables evaluation of dozens to hundreds of scenarios in minutes, combining technical network simulation, financial modeling, and customer experience considerations into a unified decision intelligence framework.
Key capabilities include:
1. AI-Driven Conversational Experience
Natural language interaction democratizes access to sophisticated planning capabilities
Text/voice requests trigger comprehensive network evolution strategy development
Dynamic visualization outputs delivered through intuitive dialogue
2. Rapid Network Scenario Simulation
Evaluation of multiple scenarios in minutes versus weeks
Simultaneous analysis of technical, financial, and business dimensions
Real-time scenario recalculation as inputs change
3. Predictive Network Intelligence
Geospatially precise forecasting of future network states
Proactive identification of capacity constraints and service issues
Data-driven decision making based on forward-looking insights
4. Automated Optimization and Expansion Planning
AI-generated network optimization and capacity expansion recommendations
TCO and ROI-optimized rollout plans with budget-aware deployment prioritization
Balanced approach between optimization and capacity deployment activities
5. Engineering & Business Integration
Unified view seamlessly translating between technical metrics and business KPIs
Common visualization platform bridges cross-team communication gaps
Enhanced explainability of technical decisions to business stakeholders
Proven Business Outcomes
Our implementations have demonstrated significant measurable impacts:
80% Reduction in network evolution scenarios analysis efforts
Up to 16% CapEx Optimization while maintaining business objectives
Improved subscriber experience through early QoE degradation detection
Enhanced strategic positioning for 5G monetization and competitive differentiation
About TMForum DT4DI Framework
The TMForum Digital Twin for Decision Intelligence (DT4DI) framework provides telecommunications organizations with a standardized approach to implementing digital twins that enhance strategic and operational decision-making. The framework focuses on creating virtual replicas of networks and services that provide predictive insights and scenario modeling capabilities.
Our Smart CapEx CoPilot implementation aligns with the TMForum DT4DI reference architecture while providing specific approaches tailored to proactive network issues detection, evolution planning, and business case simulation with integrated technical and financial evaluation.
Download TMForum DT4DI Top Use Cases Document (version 9.0.0)
The detailed TMForum DT4DI use cases document (version 9.0.0) that includes the Smart CapEx CoPilot is currently available to TMForum members and will be released to the general public soon. For more information about how our Smart CapEx CoPilot can transform your network evolution planning through integrated network-business simulation, contact our team.
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