Digital Twin + AI Agents for Telecom
A digital twin of your network - with AI agents that act on it.
Uncover hidden network capacity and resolve network issues faster - from your own network data, with the evidence to prove it.
- TM Forum recognized
- Tech Mahindra Innovation Lab
- Cloud or on-premise
Trusted By Industry Leaders
Deployed in Tech Mahindra Innovation Lab
Included in TMForum DT4DI Top Use Cases Catalog
What we solve
Two products, one platform - recover capacity and plan investment with the Digital Twin, diagnose and resolve issues with Telco AI.
Network Efficiency
Extract maximum value from your existing infrastructure - find congestion next to idle capacity, poor spectral efficiency, and underutilized spectrum, then recover it.
- ✓Automatic detection of efficiency hotspots
- ✓Load balancing and spectral efficiency optimization
- ✓Monetization of underutilized capacity
- ✓Up to 15% capacity increase without new hardware
RCA Coworker
An autonomous AI coworker that closes the loop on network issues - and gets sharper grounded in the Digital Twin. It runs the root cause analysis itself, shows its reasoning, and applies the fix with your approval.
- ✓Autonomous, multi-domain root cause analysis
- ✓Find trapped capacity and automate drive-test analysis
- ✓Every finding shown with its evidence
- ✓Close the loop on the fix - human-approved
Smart CapEx CoPilot
Maximize the ROI of your network investments with AI-driven planning and geospatial intelligence. Craft your network evolution strategy in minutes VS weeks.
- ✓80% reduction in planning effort and time
- ✓Every site with ROI, NPV, and Bill of Quantities
- ✓Automated geospatial deployment planning
- ✓Up to 18% improvement in CAPEX efficiency
Business Benefits
15%
More capacity, no new hardware
70%
Faster issue resolution
18%
CapEx efficiency
80%
Less planning effort
10x10m geospatial resolution · < 1 min to simulate a scenario · any RAN vendor · cloud or on-premise
How it works
From your own network data to decisions you can act on
Connect your data
Any RAN vendor, any source - files, databases, OSS. No integration project to start.
Agents investigate
AI agents analyze, optimize and plan - and apply changes with your approval.
Grounded in the twin
When more depth is needed, the agents call a digital twin of your network - for a telecom-correct method and simulation.
Explainable results
Every finding arrives with its evidence and reasoning - clear enough to act on.
Our Technologies and Innovation
Our AI-Powered Digital Twin integrates three innovative technologies to deliver unprecedented operational intelligence
Digital Twin Technology
A high-fidelity virtual replica of your network that serves as the foundation for all planning, optimization, and operational decisions. Built from live network data, environmental sources, and business metrics for comprehensive insights.
- ✓Predict Future Network States
- ✓Pinpoint Optimization Areas
- ✓Simulate Capacity Expansion
- ✓Simulate Complex What-If Scenarios
- ✓Predict Business Case and ROI
AI Automation Agents Technology
Intelligent agents that orchestrate complex telecom workflows through automated decision processes and task execution. These agents continuously learn from network patterns to enhance operational efficiency and reduce human intervention in routine tasks.
- ✓E2E Automation of Telco Workflows
- ✓AI-Driven Digital Twin Orchestration
- ✓Network Planning & Strategy
- ✓Network Efficiency & Optimization
- ✓Autonomous Root Cause Analysis
Geospatial AI Technology
High-precision location analytics that deliver 10x10m accuracy for network planning, optimization, and troubleshooting activities. This geospatial precision enables targeted investments, granular performance analysis, and location-specific service quality monitoring.
- ✓High-Precision Geospatial Intelligence
- ✓Geospatial QoE Heatmaps
- ✓Revenue & Churn Risk Heatmaps
- ✓Geospatial Traffic & Capacity Forecasting
- ✓Location-Based Investment Prioritization
Recent News & Announcements
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Meet the RCA Coworker: Autonomous Root Cause Analysis, Grounded in a Digital Twin
Our RCA Coworker runs root cause analysis end to end, reaches into the Digital Twin for depth, shows its decision graph, and can apply the fix - with a human in control.
Agentic RAN Scenario Planning — with Full AI Explainability
Any AI can recommend. Not every AI can explain why. We built an AI agent that simulates promotional campaign impacts on your network — all in under a minute.
Our Digital Twin Now Operates at Building and Road Level
Major upgrade: our AI Powered Digital Twin now works at building and road level with 3D visualization, per-building QoE prediction, and revenue mapping.
See what AvantMind can do for your network.
A 15-minute demo of the digital twin and the AI agents, walked through on a real telecom scenario.