Autonomous Model Generation (AMG)
Application Models that once took days for carriers to build are now generated in a few hours
“Emtech’s QMT AMG transforms what was once a complex, time-consuming software testing process, helping reduce risk, accelerate releases, and ensure consistently high-quality insurance systems.”
Turning raw inputs into a complete business model automatically
AI Agentic Service Highlights
Ingests any requirement context
Parses and interprets business rules
Map rules to QMT node type
Generates a complete business model
How It Works
Once enabled, QMT generates the model automatically from system behavior and keeps it current as the system evolves.
The autonomously generated model becomes the living map of the system, the data map for the entire product, and the single source of truth that powers validation, coverage, and insight across the application.
Models can be reviewed and refined when needed but are designed to remain accurate and up to date without ongoing manual authoring.

Ingests any requirement context
Ingests any requirement context
Reduce Quality-Related Day 2 Issues
QMT helps IT executives maximize the value of their existing investments by enabling end-to-end testing across the entire value chain, minimizing quality-related Day 2 issues, and reducing overall risk.
Full Coverage at a Fraction of the Cost
Using a knowledge graph model removes manual testing, human error and extends visibility of QA for new products to well-informed business analysts.

Output & Service Benefits
- Produces a visual, editable QMT file
- Limited customer modelling effort required
- Identifies nodes, rules, options, and conditions
- Maps to QMT standard taxonomy
Blog Post
The AI Revolution in Software Testing
This blog post explores the intersection of AI, software testing, and autonomous model generation, focusing on the capabilities and benefits of the QMT Engine.


Blog Post
The AI Revolution in Software Testing
This blog post explores the intersection of AI, software testing, and autonomous model generation, focusing on the capabilities and benefits of the QMT Engine.
Transform Inputs into Models in Record Time.
AMG compresses time to value from days to hours, while preserving the long-term benefit of a persistent system model that scales as systems change.
The future of testing isn’t more people or scripts. It’s systems that validate themselves with certainty. Emtech delivers confidence so teams can focus on business, not testing.
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