The Data Layer for AI-Native Engineering Insights
All your AI, code, ticket, and custom data in one place – clean, modeled, accurate
Effortlessly answer any question with rich, trustworthy data.
What's my Token Cost by Project ?
Start from pre-built reports and industry benchmarks.
AI Adoption
View AI usage and adoption along any dimension with our AI Adoption & Performance Report.
DORA
See your workflow efficiency with our DORA Workflow Report.
Agile, Cost Cap, & More
Browse all of our pre-built engineering reports in our Report Library.
Create your own insights with minware's AI data models.
Create your own insights with minware's AI data models.
minware's rules-based, machine learning (ML), and large language (LLM) data models make it easy to build advanced insights without having to start from scratch.
Our models cover text classification (prompts, tickets, reviews, tool commands, etc.), cost attribution, historical timeline reconstruction, identity resolution, and more.
Easily extend or customize any model for your organization with Snowflake Cortex AI.
View and customize any data lineage step with minQL.
View and customize any data lineage step with minQL.
Easily configure metrics to fit how your organization works – no process changes required.
minware's semantic layer is fully transparent and customizable with minQL. The minQL query language offers the expressivity of Snowflake database functions in a concise syntax that simplifies joins, aggregation, and complex logic.
Save your tokens and leave the rest to us.
Get trustworthy insights faster with our data infrastructure.
Agents are great at a lot of things – enterprise-grade data quality, performance, and security are not among them.
Automated Caching & Orchestration
The minQL engine dynamically materializes tables and orchestrates updates so your results are always fresh and fast for millions of rows.
Standard Data Modeling & Benchmarks
minware provides pre-built models for common use cases like time allocation, cost attribution, DORA workflow efficiency, Agile and more.
Vendor Data Linking & Normalization
minware normalizes and links AI usage, pull requests, tickets, and more with advanced heuristics for unstructured relationships.
Error Handling & Recovery
minware handles errors caused by vendor API issues, schema updates, data anomalies, and more so your data is available 24/7.
Identity Resolution
minware reconciles names, emails, and user IDs across all vendors and matches them to multi-level team structure from any source.
Role-Based Access Control
Easily control team and individual data access permissions for minware users based on their role and team membership.
On-Premise Ingest Agent
For added security, the on-premise ingest agent runs locally and uploads data to minware. You maintain full control over keys and data.
AICPA SOC 2 Type 2 Certified
minware is SOC 2 Type 2 compliant. Learn more and access the full SOC 2 report from our security documentation.