ABRISS, LLC
AI-Powered Network Mutation Intelligence
Understand How Your Fiber Network Evolves — In Real Time

A graph-native intelligence layer that detects, scores, and predicts topology corruption before it impacts provisioning or revenue.
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The Invisible Risk: Topology Mutation
Fiber networks don’t fail because of one big error.
They degrade through thousands of small undocumented mutations.
  • Port reassignments
  • Splitter replacements
  • Contractor rewiring
  • Partial updates across OSS and field logs
Over time, these mutations distort the topology model.
Most operators don’t detect structural corruption until revenue breaks.
Introducing Mutation Intelligence Engine
Instead of waiting for installs to fail — you detect risk proactively. Instead of static inventory validation —
you get continuous structural integrity scoring.

A cloud-native graph intelligence platform that:
  • Builds a versioned topology graph
  • Scores anomaly patterns using ML models
  • Continuously analyzes structural mutations
  • Predicts regions at risk of serviceability degradation
Built on Graph + ML Infrastructure

Graph-based topology representation

Mutation clustering models
Drift velocity analytics
Risk scoring per asset and per region
Historical pattern learning
Every network change becomes measurable, explainable, and forecastable.
How It Works
Capture topology state snapshots
Analyze mutation patterns
Detect abnormal structural changes
Alert operations before commercial impact
Network mutation intelligence reduces:
● Provisioning failures
● Silent capacity distortion
● SLA breaches
● Emergency truck rolls
● Planning inaccuracies
And improves:
● Predictability
● Field accountability
● Investment efficiency
Architecture Overview
Streaming ingestion (Kafka-like backbone)
Versioned topology graph storage
Mutation detection pipeline
ML scoring layer
API-first integration with OSS/BSS
Explainable anomaly outputs

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Let’s Connect
Registered in Wyoming. Serving enterprise e-commerce clients across North America and Europe
30 N Gould St Ste N Sheridan, WY, 82801, USA
Phone: +1 307 220 6484
Email: hello@abriss.group
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