Balbix AI:  Smarter decisions, faster risk reduction

The Challenge

Cyber risk analysis is complex

Fragmented asset and vulnerability data

Noisy threat feeds  and stale information

Pressure to quantify risk  in dollars for executives

Compliance and disclosure require explainability

Our Approach

Structured AI + GenAI

Structured AI does the heavy lifting. Generative AI makes it consumable, conversational, and defensible.

Structured AI
The brain of cyber risk

Powers asset inventory, vulnerability analysis, and cyber risk quantification

Drives prioritization and decisions in dashboards, and powers the answers BIX delivers

Lightweight and cost-efficient, designed to scale across millions of assets and controls

Provides the analytical depth that makes the risk engine defensible and trusted

Feeds CTEM and EM workflows with precise, continuously updated insights

Generative AI
The human interface

Translates analytics into plain-English answers for CISOs, boards, and operators

Delivers explainability so every recommendation is transparent and defensible

Lightweight and cost-efficient, designed to scale across millions of assets and controls

Provides the analytical depth that makes the risk engine defensible and trusted

Feeds CTEM and EM workflows with precise, continuously updated insights

The Balbix AI Pipeline

Pipeline stage

1. Data foundation

Ingest and normalize

Connectors: EDR, VM, CMBD, Cloud, IAM
Threat intel and business context
Normalized security data lake
Lineage, quality scores, timestamps

2. Graph building

Resolve and contextualize

Cyber asset and relationship graph
Ownership and business context tags
Entity resolution and deduplication
Security posture overlays

3. Specialized security models

Analyze and prioritize

Attack-path and blast-radius analysis
Exposure/exploit likelihood models
Control effectiveness modeling
Action recommendations

4. Risk modeling

Quantify and plan

CRQ (loss models)
Scenario and budget simulators
Risk aggregation and ROI analysis
Forecast residual risk

5. Prompt orchestration

Guardrails and tools selection

Policy/RBAC/PII controls
Safety and audit logging
Workflow engine (tickets, approvals)

6. Experience Layer

Orchestrate and assist

BIX Chat (CISO, Exec, Operator)
Reports and board packs
APIs and webhooks

BIX Architecture

BIX: GenAI speed, DSLM precision

See BIX in Action

BIX runs on NVIDIA modular AI components designed for enterprise security at scale. This architecture ensures every answer is:

Fast
optimized AI inference, built for real-time responsiveness

Reliable
grounded in 100+ DSLMs purpose-built for EM and CRQ

Scalable
built to seamlessly handle millions of assets and exposures with ease

Explainable and private
defensible outputs, deployed with enterprise-grade confidentiality

How BIX works

Core models
100+ specialized AI models for exposure management and CRQ

Agent framework
Plans, decomposes problems,  and routes queries

BIX memory
Retains context, past conversations, and knowledge

Conversation layer
Delivers instant, defensible answers to your questions

At-scale everyday

Balbix AI delivers impact at a massive scale. At a typical enterprise with 100K assets, the Balbix Platform powers:

75–150Msignals ingested

10–50MAI model invocations

10–30GBenriched data stored

1K–5KLLM calls

100Kunique assets modeled

10–100TFLOPs of AI compute

12Mvulnerabilities mapped

20Mcontrol mappings evaluated

150dashboards active

2Msoftware instances tracked

What This Means for You

CTEM in motion: EM + CRQ + BIX

Know your assets

Foundation of exposure management

Balbix AI builds the clean inventory every program depends on:

Unified view of all assets across IT, cloud, OT, and IoT
Classification by type, owner, location, and blast radius
Automated CMDB updates for a single source of truth
Accelerated compliance reporting
Identification of coverage gaps across tools and controls

Know Your Assets — Foundation of Exposure Management

Learn More about Balbix Platform

Prioritize what matters

Rapid risk burndown

Balbix AI cuts through noise to focus where risk reduction is highest:

Prioritizing risks from CVEs, misconfigs, and outdated systems
Combination of exposure, threat, and business context data
Adversary TTP inference to predict time-to-exploit
Control effectiveness factored into recommendations
Automated routing and tracking of remediation tasks

Prioritize What Matters — Rapid Risk Burndown

Learn More about Exposure Management

Translate risk to dollars

From exposure to impact

Balbix AI connects exposures directly to business outcomes:

Quantifies breach impact in financial terms
Benchmarks using industry, size, revenue, and geography
Automates materiality determination for regulatory disclosures
Demonstrates ROI of security investments to executives
Tracks resilience improvements over time

Translate to Dollars — From Exposure to Impact

Learn More about Cyber Risk Quantification

BIX

Your cyber risk copilot

From exposures to dollars, BIX delivers instant, defensible answers:

Provides plain-English answers to complex cyber risk questions
Generates board-ready reports and presentations in minutes
Serves CISOs, SecOps, VM, IT, and GRC in local language
Built on DSLMs for speed, scale, and trust

Learn More about BIX, GenAI assistant

Results

Customer outcomes

AI that works where it matters most: your risk

Request a demo

Balbix AI: Smarter decisions,faster risk reduction