NetPrompt AI - Governed Agentic AI for Network & IT Operations

NetPrompt AI is a governed agentic AI platform that turns multi-vendor network infrastructure - Cisco, Juniper, Arista, Fortinet, Palo Alto - and existing tools (ServiceNow, SolarWinds, Splunk, Datadog) into a conversational, self-healing operations layer. Deploy from GCP Marketplace in minutes. No rip-and-replace. Continue using the UX of your choice via NetPrompt AI with agentic APIs.

What is NetPrompt AI? NetPrompt AI is a governed AI reasoning and connector platform for enterprise network and IT operations. It transforms REST APIs, network devices, ITSM platforms, observability tools, cloud services, and internal systems into agent-ready tools that AI can discover and use safely - preserving your existing investment in Cisco, Juniper, Arista, Fortinet, Palo Alto, ServiceNow, SolarWinds, Splunk, and Datadog rather than replacing it.

Engineers simply tell NetPrompt what they want to achieve, in plain English or by voice. NetPrompt understands the intent, reasons across every connected system, orchestrates the required multi-step workflow, and executes - securely, with human-in-the-loop approval and a full, immutable audit trail - using a proprietary 3-tier reasoning engine that scales from instant status checks to complex multi-vendor root cause analysis and pre-change blast-radius impact simulation.

The Problem NetPrompt Solves

a. Senior network engineers command a high salary - and are impossible to hire at scale. Junior engineers cannot handle multi-vendor complexity without expert guidance.

b. 750+ alerts per day per NOC engineer, 95% of which are false positives or correlated noise, removed by NetPrompt. Critical issues get buried.

c. 4 to 6 hours MTTR (70% reduction) for multi-vendor incidents caused by engineers switching between 6-8 fragmented tools with different CLIs, syntax, and data formats.

d. 80% of network outages are caused by human-initiated configuration changes - yet no pre-change blast-radius analysis exists in most organisations.

e. ISO 27001 / compliance audits require 500+ manual engineer-hours per cycle. Most enterprises have no continuous compliance posture.

f. New tool integrations take 4-6 weeks of custom development per connector, takes 15 minutes with NetPrompt

Core Capabilities

1. AI-Native Connector Builder Turn any REST API into a governed, agent-ready connector in under 15 minutes - zero code, zero platform release. Continue using your existing UX, dashboards, or ITSM portal with NetPrompt AI reasoning.

2. Webhook-Powered Intent-to-Workflow Engine Every workflow runs with human-in-the-loop approval gates and a complete, tamper-proof audit trail.

3. 3-Tier deterministic AI Reasoning System with Human-in-the-loop governance & Immutable RBAC based audit logging Tier 1 - Intent Recognition Tier 2 - Context Analysis Tier 3 - Agentic Execution

4. Pre-Change Blast-Radius Analysis : Eliminates the leading cause of production outages.

5. Multi-Vendor Intelligence - Day 1 Cisco (IOS/XE/XR/NX-OS), Juniper (Junos), Arista (EOS), Fortinet (FortiOS), Palo Alto (PAN-OS), Aruba/HPE, Dell, Huawei, D-Link. Unix/Linux servers (AIX, Ubuntu, RHEL, CentOS), Windows Server (PowerShell, CMD). Any platform with a REST API via the AI-Native Connector Builder.

6. Sovereign-Ready, On-Prem-Capable Deployment Full on-premises and air-gapped deployment capability. Supports Indian AI models (Sarvam AI roadmap) alongside global cloud LLMs (OpenAI, Claude, Gemini) and open-source on-prem models (Qwen, Gemma, Mistral). Pre-LLM data anonymisation ensures sensitive infrastructure data e.g. IPs, credentials, configurations never reaches external AI models without sanitisation. ISO 27001:2022 certified.

Popular Use cases

1. Alarm Noise Reduction using Intelligent Alert triage
2. BGP / Peering Flap autonomous RCA on Core and Edge Routers
3. Self Healing
4. Multi-Vendor Configuration Drift & Compliance
5. Proactive SLA adherence
6. Change Impact Validation for Core Network Changes via Blast Radius Analysis
7. Backhaul / Site Health Degradation analysis