Intent Translation and Policy Abstraction

With tools like Cisco DNA Center, Apstra, and Anuta ATOM, we abstract network control from the infrastructure layer to the intent layer.

AI-Driven Network Automation

Automate provisioning, configuration, and change management using tools such as NSO (Cisco), Terraform, and Juniper Contrail. AI engines continuously reconcile desired state vs actual state, ensuring policy compliance and dynamic correction.

Closed-Loop Verification

Implement continuous monitoring using real-time telemetry and observability platforms (e.g., ThousandEyes, Splunk ITSI, Prometheus). AI models detect anomalies, trigger RCA, and automatically remediate configuration drifts or outages.

Network Intent Assurance

Use digital twins and simulation frameworks like Batfish, Forward Networks, and Veriflow to validate intent pre-deployment. This reduces policy misconfiguration risks and enhances SLA guarantees.

Multi-Vendor Integration

We create a unified intent layer across SD-WAN, data center, cloud, and edge networks using abstraction tools like Apstra, Glue Networks, and NetBox, enabling full-stack visibility and cross-domain consistency.

Security-First Intent Enforcement

Align security postures with business goals using microsegmentation, zero-trust enforcement, and intent-based access control via tools like Illumio, Guardicore, and Cisco ISE—governed by ML-based threat scoring.

Real-Time Telemetry

Leverage AI-powered network analytics using platforms like Juniper Mist AI, Aruba Central, and Cisco AI Network Analytics. We ingest telemetry data to train models that predict outages, optimize routes, and enhance user experience.