How APRO Software Uses AI to Deliver Transparent Sprint Reporting for Cats and Dogs Image Classification

By: GoBeyond Team
July 27, 2025
3 min read
APRO Software AI sprint report dashboard showing classification metrics and issue tracking

Quick Overview

APRO Software developed detailed AI-powered sprint reports for a machine learning project classifying cats and dogs. The report included misclassification reduction metrics, process descriptions, issues like overfitting, results, and next steps, providing transparent, data-driven updates that build stakeholder trust and enable early issue identification.

APRO Software
APRO Software
Company Size
Mid-sized AI software company
Revenue Range
Not publicly disclosed
Primary Challenge
Providing clear, data-driven project reporting and early issue detection
Key Metrics

- 6.5% reduction in misclassification (from 12.2% to 5.7%)
- Early identification of overfitting issues
- Transparent sprint reporting
- Clear next steps for improvement

The Problem

Lack of transparent, detailed reporting hindered stakeholder trust and project clarity

The Solution

AI-powered project state reports detailing metrics, processes, issues, and future plans for machine learning projects

Results

- Clear, data-driven reporting
- Early issue identification and resolution
- Established trust with stakeholders
- Structured project updates

“A good report is essential to share information and build trust; our AI reporting method ensures transparency and clarity.”

Peter Kudlacek, CEO, APRO Software

Details

Industry
Technology & SaaS
Departments
Project & Task Management
Use Cases
Project Reporting
Tags
GenAI
NLP
Scalability
Team Efficiency
Time-Saving
AI Tools Used
No items found.
Sources
https://apro-software.com/ai-reporting-example/https://apro-software.com/case_studies/

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