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// NEXT-GEN CNAPP FRAMEWORK

Turn 1,000 Cloud Alerts
Into 1 Strategic Action

Kassandra is an enterprise-grade CNAPP platform designed to map complex, multi-account cloud infrastructures into real-time directed graphs. By executing sub-millisecond path analysis and identifying tactical choke points, it isolates critical exposure and eliminates alert fatigue.

Launch Live Threat Simulator
// SYSTEMConsolidates alerting noise loops by 95% using multi-hop graph pruning.
// METRICSQuantifies total asset exposure in monetary terms based on active compliance liability.
// STREAMProcesses continuous AWS CloudTrail and eBPF events with sub-second ingestion latency.
// CORE_INGESTION_ENGINE

Core Ingestion & Posture Engine

Central coordinator for async telemetry collection and threat reasoning

// REAL_TIME_TELEMETRY

Continuous Cloud Discovery & Event Streaming

Hybrid AWS API scanning with real-time CloudTrail event monitoring

// AUDITING_PLUGINS

AWS Auditing Plugins

Extensible AWS auditing plugins for security data collection

// RUNTIME_INTELLIGENCE

Runtime Intelligence & eBPF Sensor

Kernel-level eBPF telemetry for runtime process monitoring

// HIGH_PERFORMANCE_ANALYTICS

Enterprise Graph Intelligence Core

Rust-accelerated attack path discovery with multi-layer validation

// ATTACK_PATH_VALIDATION

4-Layer Reachability Validation

4-layer attack path validation across Network, IAM, Data, and Controls

// AI_POLICY_ANALYSIS

Policy Intelligence Engine

Local LLM-powered S3 policy analysis with zero data egress

// DATA_POSTURE_PROTECTION

Data Posture Management (DSPM)

Content-aware data security with Go-based S3 scanning

// THREAT_CONSOLIDATION

Interconnected Campaign Analysis

Consolidates alerts into MITRE-mapped attack scenarios

// THREAT_INTELLIGENCE

Threat Detection & Exposure Analysis

100+ severity mappings with toxic combination detection

// ATTACK_PATH_VALIDATION

Autonomous Red Teaming & Attack Path Validation

Deep dry-run attack simulation with real AWS API evidence

// FINANCIAL_RISK_MODELING

Business Context Engine

Translates technical scores into financial exposure metrics

// MITIGATION_AUTOMATION

Enterprise Auto-Remediation Engine

Dual-strategy automated remediation with SDK and Terraform

// Pain points & architectural answers

Solving Enterprise Multi-Account Cloud Exposure

Alert Fatigue

Analysts triage thousands of "Critical" alerts on non-sensitive assets daily.

→ BCE shifts focus to financial blast radius ($).

Lateral Movement Blindness

Attackers chain low-severity exposures; scanners miss multi-hop paths.

→ Yen's K-Shortest Path & Neo4j graph maps every route.

State Drift & Collisions

Manual changes during remediation break infrastructure stability.

→ LIFO rollback + Tarjan SCC auto-resolves deadlocks.

// DATA FLOW HIERARCHY

Data Ingest & Analysis Pipelines

STAGE 1

Raw Ingestion & Events Capture

Captures real-time syscall events (execve, connect) via Cilium Tetragon eBPF probes on container hosts, side-by-side with AWS CloudTrail configuration drift event logs.

Explore Technical Schema →
STAGE 2

Transport & Buffering (SQS / DLQ)

Streams high-velocity telemetry through Redis Streams (kassandra:discovery:stream) and buffers events in AWS SQS with Dead-Letter Queue (DLQ) backpressure fallback.

Explore Technical Schema →
STAGE 3

Normalization & Columnar Parsing

Transforms unstructured JSON logs into a unified resource model. Uses a Rust-accelerated Apache Arrow parser for zero-copy memory layout and fast Go preprocessing.

Explore Technical Schema →
STAGE 4

Cognitive Decision Engine

Computes threat paths using Yen's K-Shortest Paths algorithm (NetworkX/Neo4j). Leverages Exponential Moving Average (EMA) and Z-score triggers to score path risk.

Explore Technical Schema →
STAGE 5

Governance & Feedback Loop

Calculates the Choke Point Importance Score (CPIS) by blending weighted betweenness centrality and blast radius size. Weighs financial exposure against SLA policies.

Explore Technical Schema →
STAGE 6

Autonomous Remediation Pipeline

Deploys targeted, transactional remediations (AWS key rotation, S3 PutBucketPolicy, eBPF XDP network blocks) via Terraform HCL and custom SDK scripts.

Explore Technical Schema →
// FUTURE ROADMAP

Upcoming Capabilities

ROADMAP_AGENTIC_AI

Agentic AI

Autonomous agent swarm (Brain & Arns) executing strategy graphs, attack path simulations, and zero-trust policy orchestration.

Explore Agentic Swarm Details→
// Empirical Validation Dashboard

How Kassandra Resolves Exposure

// SELECT CAMPAIGN:
ham_telemetry_stream
Console idle. Awaiting configuration burst execution...
attack_path_graph

// Awaiting Campaign Execution

Start the simulation to build the real-time attack path topology.

kassandra_bce_engine
FINDINGS: 0LIVE ANALYZER
// GRAPH DENSITY50K Nodes / 100K Edges
// CALCULATIONS SPEED150,981 paths/sec
// HEAP ALLOCATION2,202 KB (OOM Protected)
// DECISION CONFIDENCE94.50% Calibrated
// DISCOVERED EXPOSURE BLAST RADIUS
$164,108,848.00
// Financial Risk Ledger
PCI-DSS Cardholder Liability:$114,800,000.00
GDPR/KVKK Personal Data Fine:$49,308,848.00
SLA Breach Contractual Penalty:$250,000.00
Total Combined Risk:$164,108,848.00
Start simulator to compute metrics.
// COMPLIANCE MONITOR

Compliance Health

Real-time drift evaluation relative to corporate security posture baselines.

100%HEALTH
// STANDARD & REGULATORY COVERAGE
NIST AI RMFGDPR/KVKKISO 42001
// DRIFT TIMELINE FEED
[STATE: STABLE]

[GitOps Verification] Infrastructure baseline fully aligned with checked-in Terraform states.

[STATE: DRIFT DETECTED]

[CRITICAL DRIFT] Developer console or rogue process bypassed IaC pipeline. Unauthorized runtime configuration state drift detected on target resource.

[STATE: ACTUATION ACTIVE]

[AUTONOMOUS ACTUATION] Kassandra Engine enforcing local OPA bundle guards. Injecting automated mitigation playbooks.

[STATE: AUTO-HEALED]

[AUTO-HEALED] Posture drifted state successfully rolled back to immutable baseline. Multi-account cloud compliance restored to 100%.