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AEGIS X

Open AI Investigation Agent
"From Raw Data to Trusted Insights"
Initializing Neural Engine…
Sales_Analysis_Dataset.csv
51 rows · 10 cols · Active Analysis
Analysis Complete
🔥 aegis-x-59031
Checking backend…
S
Sumanth
LEVEL 4 · LEAD
AEGIS X 3.0 ENTERPRISE ZERO-TRUST FORENSIC GATEWAY

Classified Investigation Workspace

Enterprise AI Data Intelligence Console. Autonomous anomaly discovery, deterministic forensic evidence chains, topological knowledge graphs, and grounded LLM reasoning.

"From Raw Data to Trusted Insights"
AEGIS X 3D Hologram
NEURAL CORE v3.0 99.8% PRECISION EVIDENCE LOCKED
82 Health

Data Hygiene Score

6 anomalies flagged. Cleanliness 84%.

Action Required
Loaded
51
Total Records
Schema
10
Columns
2 High
6
Findings Detected
Anomalies
2
Quality Issues

Sales Trend

Aggregated timeline by order date

Top Products

Revenue distribution by category

Regional Share

Sales distribution by region

Recent Investigation Findings

Click any finding to inspect evidence
IDTitleCategorySeverityAffected

Issue Breakdown

Categorical distribution

Quick Actions

Upload Dataset

Upload any CSV dataset to run automated anomaly detection, forensic audits, and AI querying.

Drop CSV file here

or click to browse your computer (.csv format, up to 25MB)

One-Click Sample Datasets

Choose a built-in scenario for testing

Sales Dataset (Planted Issues)

51 records containing null prices, duplicates, formula drift, and statistical outliers.

Clean Baseline Dataset

50 records with 100% verified mathematics, complete fields, and zero anomalies.

Financial Ledger Anomaly Set

Enterprise transactions with negative quantities, currency outliers, and audit flags.

Data Profile

Comprehensive schema audit, column statistics, null distributions, and preview.

Investigation Findings

All anomalous events detected by AEGIS X with deterministic methods and proof.

IDTitleCategorySeverityAffectedMethod & RuleAction

Evidence Explorer

Trace every detected finding directly to its forensic calculation, underlying rows, and proof.

Select Finding to Audit

Forensic Chain Pipeline

100% Deterministic Trail
Mathematical & Algorithmic Proof

Forensic Details

Raw Evidence Row Inspection

Field-by-field verification of offending records

Investigation Graph

Interactive topology mapping relationships across Datasets, Columns, Findings, and Records.

Investigation Topology

Click any node on the graph to inspect connected components and properties.

Entity Relationship Register

OriginRelationshipTargetEvidence

AI Copilot — Investigation Console

Natural language query engine grounded strictly in active dataset evidence and findings.

AEGIS X Neural Copilot
OpenAI (gpt-4o-mini)

Investigation Report

Formal compliance, audit, and data quality investigation dossier.

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Executive Summary

Severity Risk Distribution

Applied Audit Methodologies

Comprehensive Findings Register

IDTitleCategorySeverityAffectedMethodologyRemediation Advice

Regulatory & Compliance Disclaimer

AEGIS X investigation reports apply automated deterministic tests, interquartile range (IQR 3×) fencing, and relational algebraic constraints. All findings must be reviewed by the designated data controller or lead auditor before taking remediation actions in production systems.

Dataset Comparison

Side-by-side comparative diff: detect data drift, schema shifts, and anomaly delta across versions.

Dataset A (Primary Active)

Sales_Analysis_Dataset.csv
RECORDS
51
COLUMNS
10
FINDINGS
6

Dataset B (Comparison Benchmark)

Clean_Sales_Baseline.csv
RECORDS
50
COLUMNS
10
FINDINGS
0
Record Count Delta
-1 row
Duplicate row eliminated in Baseline
Schema Consistency
100% Match
Identical 10 column structure
Anomalies Resolved
-6 Issues
Zero defects in Benchmark
Health Score Gain
+18 Pts
From 82% to 100% Hygiene

Column Drift & Value Variance

Comparison of numerical means, missing counts, and variance
ColumnTypeMissing in AMissing in BMean (Dataset A)Mean (Dataset B)Drift Status

Admin & Platform Settings

Manage admin clearance, security credentials, neural intelligence engine, and import live web datasets.

Admin Profile & Clearance
Current Administrator
Authenticated investigator clearance profile
S
Sumanth
sumanth@aegis-x.ai
Clearance Tier
Access authorization across classified datasets & forensic tools
Level 4 · Lead Administrator
Assigned Organization
Operating entity and audit workspace
Global Financial Intelligence
AI Intelligence Engine Status
Active Provider
Loaded server-side from .env configuration
Google Gemini (gemini-2.5-flash)
Model Architecture
Reasoning pipeline for automated evidence auditing
gemini-2.5-flash
API Security
Zero client-side key exposure — all inferences routed via server proxy
🔒 Server-side Protected
Cloud Database & Firestore Sync
Firebase Project Target
Firestore NoSQL DB & Cloud Storage container
aegis-x-59031 Console
Database Synchronization
Push active dataset records and forensic findings to cloud
Web & Remote Dataset Import
Import Dataset from Public Web URL / REST Endpoint
Fetch and audit live CSV or raw tabular data directly from any web URL, GitHub raw link, or API endpoint.
Quick samples:

Restore Default State

Re-load original baseline dataset and reset cached settings