Welcome to AKIRA

Automatic Test Plan Generator for Hardware Certification

Intelligent Hardware Component Classification using Deep Learning

What is AKIRA?

AKIRA is an intelligent system designed to automate the generation of test plans for hardware certification processes. By analyzing device specifications and hardware components, AKIRA creates comprehensive JSON-formatted test plans that streamline certification workflows.

The system uses advanced machine learning algorithms to identify hardware types, extract relevant features, and generate standardized test specifications that meet industry certification requirements.

What does it do?

Given a hardware component name (like "Intel I350 Gigabit Network" or "NVIDIA T1000 GPU"), the system predicts:

  • Component Type: GPU, Network, Storage, Processor, etc.
  • Test Name: The certification test suite applicable to this component
  • Features: Specific capabilities like "25 Gigabit Ethernet" or "Accelerated GPU Graphics"
  • Classification Label: High-level category for organizing components
Single

Single Predict

Get instant predictions for a single hardware component with detailed confidence scores.

Try Single Predict →
Batch

Batch Predict

Process multiple components at once. Perfect for analyzing entire system configurations.

Try Batch Predict →
Cloud

Cloud Instance

Generate test plans from AWS and Azure VM documentation URLs automatically.

Generate Test Plan →

How does it work?

1

Input Component Name

Enter the hardware component name or description

2

LSTM Analysis

Our trained LSTM models analyze the component name

3

Generate Predictions

Receive structured JSON output with all attributes

4

Use Results

Copy JSON output for integration with your systems

Key Features

•
High Accuracy

Trained on thousands of hardware components

•
Fast Processing

Instant predictions with real-time results

•
Confidence Scores

Know how confident the model is about each prediction

•
Batch Processing

Process multiple components in one go

•
JSON Output

Structured format ready for system integration

•
User-Friendly UI

Clean, modern interface for easy interaction