AI TOOL PROFILE

minware: Engineering Analytics and Data Platform

minware helps engineering leaders and software development teams track development efficiency and project progress. It supports organizations needing to attribute costs or measure DORA metrics.

Pricing

Pricing starts at $25 per contributor per month for the Business plan. A Free plan is available for 1-5 contributors, and Enterprise pricing is custom.

At a glance

Best for
Software companies, Enterprise engineering teams, Engineering managers, Operations managers in software organizations
Key use cases
Measuring Development Efficiency, Sprint Planning Support, Project Cost Capitalization, Analyzing AI Tool Impact, Individual Contribution Tracking
Integrations
Jira, GitHub Issues, GitHub, GitLab, Bitbucket
Visit minwareminware software interface screenshot

How AI is used

minware is a data platform designed to aggregate information from version control, ticketing systems, and calendars into a semantic layer. It uses AI data models to translate low-level engineering data into high-level insights, such as active development time per ticket.

The tool is built for software companies and engineering teams. It provides a library of pre-built reports covering DORA metrics, sprint health, and individual contributions, which can be customized using a query language called minQL.

Buyers may use the platform to identify workflow bottlenecks, monitor AI tool adoption, and perform cost capitalization. The system is SOC 2 Type 2 certified and offers different data ingestion methods, including an on-premise agent for specific security requirements.

Buyers should confirm which specific ticketing and version control systems are supported and review whether they require granular role-based access controls, as some permission features are limited to the Enterprise plan.

Key Features

  • Pre-built Report Library

    Includes templates for DORA metrics, Agile sprint health, and project completion tracking.

  • AI Data Models

    Supports text classification, cost attribution, and identity resolution across different data sources.

  • minQL Query Language

    A custom formula language used to view and customize data lineage and report metrics.

  • Identity Resolution

    Reconciles names, emails, and user IDs across multiple vendors to match a team structure.

  • On-Premise Ingest Agent

    Allows enterprise users to upload data locally so access tokens remain within their network.

  • Cost Attribution

    Helps track where development time is spent to support project cost allocation.

Use Cases

  • Measuring Development Efficiency

    Using DORA-inspired reports to track deployment frequency and lead time for changes.

  • Sprint Planning Support

    Monitoring ticket estimates, rollover rates, and completed vs. committed points.

  • Project Cost Capitalization

    Allocating development costs by mapping time spent on projects and contributor salaries.

  • Analyzing AI Tool Impact

    Monitoring the adoption and performance patterns of AI coding tools.

  • Individual Contribution Tracking

    Consolidating code, ticket, and review activity for performance reviews and one-on-one meetings.

Integrations

  • Jira
  • GitHub Issues
  • GitHub
  • GitLab
  • Bitbucket
  • Azure DevOps
  • Google Calendar

FAQ

Who is considered a 'contributor' for minware billing?

A contributor is anyone whose data you want to see in the reports, and organizations can select who is counted as a contributor.

Does minware support self-hosted systems?

Yes, minware integrates with self-hosted versions of its supported systems for Business and Enterprise customers.

What security certifications does minware have?

minware is AICPA SOC 2 Type 2 certified.

Can I customize the reports in minware?

Yes, reports can be edited and customized using minQL, a custom formula language designed for time-series data.

Source category: Data & Analytics

Source subcategory: Analytics & Reporting

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