Revolutionize Your Network and IT Operations with AI-Assisted Intelligence

Industry Trends
AIOps is becoming the new standard in IT Operations
Many organizations see a gap in their current technology operations and tooling.
They see a few key reasons to adopt more AI, such as:
Artificial intelligence into network operations has moved to essential.
Organizations are increasingly deploying AI-driven solutions for network monitoring, predictive maintenance, and automated troubleshooting.
This shift requires networking professionals to develop new skills with AI and machine learning concepts.
Explore how PulsarOps AI benefits your business
Platform
Introducing MIR PulsarOps AI
In the age of cloud, AI, and hybrid work, traditional network monitoring tools struggle to go deeper with triage, troubleshooting and insights. PulsarOps AI is designed to change this scenario in this world.
Built by MIR Digital Solutions, this next-generation platform empowers enterprises to see problems, understand the causes, and act on remediation steps - with the help of ML, AI, and GenAI.
Whether you're troubleshooting hardware, forecasting bandwidth needs, or proactively detecting service disruptions - PulsarOps AI equips your teams with real-time data gathering, intelligent agents, real-time trends and deeper analytical insights.

AI-Powered Troubleshooting & Diagnostics
- Our adaptive data ingest pipeline and rich device library understands how to collect data in real-time.
- Run human-like interactive queries across logs, config files, and performance metrics.
- Find root causes faster with LLM-driven summarization of syslog data.

Real-Time Trends and Insight Visualization
- Use AI to provide visualization across all your devices.
- Use AI to recognize patterns and evolving problems in your logs.
- Provide an early warning system - before they turn into costly network outages.

Predictive Agents to Help Advise and Prevent Outages
- Use neural networks to correlate events, network activity and health to predict possible outcomes.
- Anticipate outages hours or days in advance using ML-based predictive models.
- Agents can advise on preventive actions to reduce service disruptions.

Gain Comprehensive Network Intelligence in One Platform
Real-time and historical data ingestion at scale.
Supports multiple data sources and formats.
Chatbot-enabled AI assistant for instant answers.
Detect trends and changes from syslogs and configs.
Visualize log events to surface trends and actionable insights.

Ingest Data at Enterprise Scale
Built for scale, security, and speed, PulsarOps AI supports ingestion of:
Data Sources
- Device configuration files
- Network Device syslogs
- Application and Server syslogs
- Network monitoring platforms
- Service ticket platforms
- Application monitoring platforms
Data Formats
- Historical Logs
- Real-Time Streams
- Time-Series Telemetry
- Unstructured Text
Built with the Best of ML, AI and GenAI
Best-of-Breed and Open Source Architecture Highlights:
Intelligent data pipeline framework.
Web-based chat UI for human-like experience.
LLM-powered RAG for context-aware search.
ML models for classification, correlation, and anomaly detection.
GenAI to deliver natural-language answers from complex datasets.
MLOps for performance, anomaly, and capacity insights.
Versatile Deployment Options
On-Premise
On premise deployments with full control over the infrastructure and data.
Cloud Agnostic Provider
Scalable and secure cloud hosting with hyperscalers, like Microsoft Azure, AWS and GCP and more.
Our Vision: AIOps for Every Network
PulsarOps AI aims to be the engine behind next-gen network operations:
Capabilities
AI-Assisted Troubleshooting
Anomaly Detection
Root Cause Analysis
Recommended Actions
Generative Search
Key Operational Benefits
Resolve issues faster with less effort.
Stop incidents before they escalate.
Quickly identify and fix the source.
Get actionable next steps to remediate.
Get clear answers from complex data.
Successful Pilot in Telecom
Proven results from our first real-world deployment:
- 50% Less Manual Log Analysis - Hours saved per incident for engineers.
- AI Assistant with Syslog Search - Ask questions, get instant insights in seconds.
- Real-time Streaming + Historical Data Handling - Leverage the power of intelligent pipelines.
- Vendor-Neutral Hardware Troubleshooting, Triage and Planning - Smarter network device-level assistance across mixed environments.