Turn fragmented network evidence into a living topology.
Reconcile OSS inventory, CM exports, service models and architecture packs into one selectable, multi-domain service graph.
ViNG for Engineers · Early access
Your AI workbenchfor network engineers.
Upload network documents, build a shared topology and run focused KPI, alarm, RF/RAN and NOC agents with the same engineering context.
Network architecture
Diagrams, inventory and configuration evidence.
SHARED NETWORK MODEL
LIVE One topology. Every investigation.
Topology mapped from uploaded evidence100%
×
TEST SCENARIOFail link R4–R5
00services
impacted
impacted
RESULTAlternate path available
Validate the change without touching production.
Topology-aware reasoning
Every agent works from the same modeled network.
4Specialized agents for KPI, alarm, RF/RAN and NOC workflows
1Shared architecture and topology context across every investigation
SafeScenario simulation before changes reach the production network
PrivateDocuments, chats and logs are never used for model training
Inside the ViNG workbench
See the network. Explain the incident.
Trust the change.
One shared network model connects topology, incident reasoning and pre-change assurance while preserving the evidence behind every decision.
The complete architecture-aware workflow
Your network context in.
Clear engineering action out.
Upload, model, simulate and investigate in one flow that carries architecture, live evidence and prior findings through every stage.
Bring your network context
Upload network architecture documents, diagrams, device inventory, configuration exports and runbooks.
Create a topology model
ViNG maps devices, interfaces, links and service dependencies into one connected network view.
Test scenarios safely
Explore route changes, link or node failures, capacity impact and configuration scenarios without touching production.
Apply every agent
The KPI, alarm, RF/RAN and NOC agents reason over the same documents and simulated topology—not isolated prompts.
NETWORK EVIDENCE
ARArchitectureDiagrams + runbooks
INInventoryDevices + interfaces
CFConfigurationExports + parameters
ENGINEERING OUTPUT
ONE MODEL / FOUR SPECIALISTS
KPI intelligenceAlarm interpretationRAN assuranceNOC operationsNETWORK MODEL
SIMULATION READYPrivacy by design
Your network data
stays yours.
ViNG does not train shared models on your architecture files, chats, logs, command output, tickets or network data.
01
No data training
Your architecture documents, chats and logs are never used to train models.
02
Enterprise-ready posture
Built to the same security bar as the enterprise ViNG platform.
03
Redaction friendly
Strip identifiers before you paste — ViNG doesn't need them.
04
Built for ISP adoption
Designed around real NOC, RF and RAN workflows.
ViNG engineering cohort Applications open
Early access
Bring your network.
Help shape the workbench.
Join engineers testing ViNG on real operational tasks and help shape the agents, checks and workflows we build next.
01Free access during the preview 02Your chats and logs are never training data 03Built around NOC, RF, RAN and network teams
Looking for the enterprise multi-agent platform instead?
Explore ViNG for enterprises