Penta Research, IncCybersecurity Capability Model Level 2

Products

AVA (Analysis Virtual Assistant)

Your AI Data Analyst

AVA is an AI data analyst designed to help any professional efficiently analyze and interpret complex datasets. It solves the challenge of modern data work by automating the inefficient and time-consuming manual processes of data parsing, analysis, and visualization.

For professionals who need to derive insights from data, regardless of their background or expertise, AVA bridges the skill gap, empowering them to turn raw data into actionable insights without writing a single line of code.

Core Capabilities

AVA file library with per-file row and column profiles

Upload Data

Upload your files and let AVA automatically parse them to generate insights and summaries, preparing your data for analysis.

Interactive mission dashboard generated by AVA

Generate Visualizations

Create charts, graphs, and rich HTML pages. AVA makes it simple to share your data story with stakeholders.

Workspace selection screen listing three workspaces

Manage Workspaces

Organize your analysis in custom workspaces. Keep your datasets, insights, and visualizations structured and accessible for ongoing projects.

Suggested queries generated from uploaded data

Receive Guidance

AVA provides suggested queries and highlights potential areas of interest, guiding you toward the most valuable insights in your data.

Why Use AVA?

  • Efficiency: Automate slow, manual processes. Get fast, repeatable analysis results.
  • Augmentation: Improve the efficiency of skilled coders and analysts by removing repetitive tasks, allowing them to focus on high-impact work.
  • Empowerment: Enable professionals without deep coding or data science expertise to perform their own analysis.
  • Precision: Every answer is computed by real Python run against your data, giving you more control and more precision than generic tools.

AVA in Action

Dynamic Chart Generation

AVA automatically generates interactive ChartJS visualizations from your data. Users can hover, click, and explore the charts dynamically, with AVA handling all the technical implementation to create engaging, responsive visualizations that adapt to user interaction.

Animated temperature evolution chart

Temperature Evolution Heatmap

AVA generated a physics simulation modeling temperature evolution over time on a metal rod exposed to heat. The animated heatmap visualizes thermal dynamics and heat propagation through materials, providing clear insight into thermodynamic processes.

Interactive HTML map example

Interactive HTML Map Report

AVA combined spatial information from interceptor entity log files with model behavior data to create an interactive HTML map, extracting location data from logs and behavioral patterns from model files to produce comprehensive spatial visualizations.

Additional Examples

Viper vs Maverick chart

Comparative Performance Analysis

Statistical analysis chart

Statistical Chart Generation

Advanced data visualization chart

Advanced Data Visualization

Benchmark performance chart

Benchmark Analysis

Accelerometer chart

Accelerometer Data Analysis

Multi-variable analysis chart

Multi-Variable Chart Analysis

Statistical data visualization chart

Statistical Data Visualization

Python analysis code shown in AVA chat

Python Code Transparency

Model selection with capability tiers

Model Selection & Capability Tiers