Find the work worth improving.
We establish what starts the work, what information it needs, who makes the decisions, and what a useful result looks like.
Managed intelligence. Built around you.
Build more capacity
into the business
you already have.
Your expertise. Your way of working.
AI systems that put both to greater use.
Matter & Gas designs, builds, and operates practical AI Solutions for established businesses.
Dallas–Fort Worth, Texas / Serving the United States01 — From possibility to working system
01 / The opportunity
There’s valuable work
between the work.
The estimator assembling information before a quote can begin. The account manager finding the history behind a customer’s question.
These steps carry real business knowledge. They also determine how much work your company can handle—and how consistently it gets done.
We build systems that put that knowledge to wider use, with your people’s judgment where it matters.
02 / A Solution at work
Make the possibility
practical.
Start with one defined piece of work.
See what a better way could look like.
Solution walkthroughIllustrative example
The information behind the work
Customer requirements
The scope, constraints, and requested deliverable
Approved reference material
Specifications and supplier information
Relevant past proposals
Company language and established approach
Approved inputs. Defined access. A specific purpose.
Examples show possible Solution designs. Each build is assessed against your information, systems, and operating requirements.
03 / The relationship
Built for your work.
Ours to operate.
A Solution has a defined purpose, a clear scope, and someone responsible for the system behind it.
Build a defined capability.
Your Solution uses approved information and explicit review requirements. Your team reaches it through a private dashboard or your software using our API.
Keep responsibility clear.
We monitor operation, investigate failures, and manage changes within your service agreement. Improvements are evaluated against the purpose of your Solution.
04 / The foundation
Inside MaG Works (opens in a new tab)Confidence has
an architecture.
MaG Works is the proprietary platform underneath every Matter & Gas Solution. The operating discipline is built into the foundation.
Behind a useful answerIllustrative record
Proposal preparationReady for your
Ready for your
commercial judgment.
Supporting information assembled.
Approval remains with your team.
Human review required
- Sources
- Approved company material
- Authority
- Prepare a draft for review
- Version
- Explicitly pinned
- Record
- Execution and cost attributed
Controlled access.
Your Solution’s knowledge and activity are scoped to your business.
Defined authority.
Review requirements and permitted actions establish where the system can act and where a person must decide.
A traceable record.
Runs, versions, and execution costs make the work identifiable and inspectable.
Deliberate change.
Versioned capabilities and governed releases support improvements with an accountable history.
05 / Direct accountability
A substantial foundation.
A direct relationship.
Work directly with the founder responsible for your Solution.
Based in Dallas–Fort Worth, we work with businesses across Texas and the United States. You bring the knowledge of your business. We bring the systems and the responsibility for operating them.
Dallas–Fort Worth, Texas
Local roots. National reach.
Local roots. National reach.
Your next useful capability
What could your
business handle next?
Start with a process, a recurring problem,
or a capability you wish your business had.