AI Service Delivery

AI-Powered Network
Service Delivery

From Intent to Production. Every Step AI-Driven.

NetCausal Deliver automates the entire service delivery lifecycle — provisioning, configuration, migration, activation, and validation — across every major network vendor.

95%fewer config errors
Minutesnot weeks
5vendors supported
0manual CLI work
The Problem

Service Delivery Is Broken

Manual provisioning takes weeks. Configuration errors cause 60% of outages. Migrations stall for months. Your engineers are stuck writing CLI commands instead of building the future.

60%

of outages

Caused by manual configuration errors

3-6 weeks

average provisioning

For a single new service deployment

12-18 mo

migration timelines

For vendor-to-vendor platform changes

The Pipeline

Five AI Steps, Zero Manual Work

An end-to-end AI pipeline that takes a service intent and delivers a validated, production-ready deployment.

From Intent to Config — Instantly

Describe what you need in plain English. The AI generates production-ready, vendor-specific configurations. No templates. No manual CLI work. Just intent in, config out.

Natural Language Intent

Deploy a new L3VPN service between
Dallas-PE1 and Chicago-PE2 with:
- VRF name: CUSTOMER-ACME
- RT: 65000:1001
- BGP peering with CE routers
- QoS: Business Critical class

Generated Config (IOS-XR)

dallas-pe1.cfg
router bgp 65000
 vrf CUSTOMER-ACME
  rd 65000:1001
  address-family ipv4 unicast
   route-target import 65000:1001
   route-target export 65000:1001
  !
  neighbor 10.1.1.2
   remote-as 65100
   address-family ipv4 unicast
    route-policy ACME-IMPORT in
    route-policy ACME-EXPORT out
   !
  !
 !
interface GigabitEthernet0/0/0/1.1001
 vrf CUSTOMER-ACME
 ipv4 address 10.1.1.1 255.255.255.252
 encapsulation dot1q 1001
 service-policy input BUSINESS-CRITICAL
AI Agents

Four Specialized Agents, One Delivery Brain

Each agent is purpose-built for a specific phase of service delivery. Together, they form an autonomous delivery pipeline.

P
LLM + Config Models

Provisioning Agent

Converts natural language service intents into production-ready, vendor-specific network configurations. Supports L2VPN, L3VPN, EVPN, and segment routing.

M
Causal AI + Syntax Graphs

Migration Agent

Translates network configurations between vendor platforms while preserving operational intent. Handles ACLs, routing policies, QoS, and VRF definitions.

V
Digital Twin Engine

Validation Agent

Runs pre-deployment simulations against digital twins and post-deployment health checks. Compares expected vs. actual state across every metric.

C
Policy Engine + Rules DB

Compliance Agent

Enforces organizational standards, security policies, and regulatory requirements. Flags violations before configs reach production devices.

Vendor Support

One Platform, Every Vendor

C

Cisco

IOS, NX-OS, IOS-XR

J

Juniper

JunOS

N

Nokia

SR Linux, SR OS

A

Arista

EOS

N

NVIDIA

Spectrum-X, Cumulus

Ready to Eliminate
Manual Provisioning?

See how NetCausal Deliver can automate your entire service delivery lifecycle. From intent to production in minutes, not weeks.

Multi-vendor supportZero lock-inDeploy in days