The technology layer that takes your team's code to certified production.
DevMatrix is a compiler for complete systems. One specification goes in; out comes the same production system every time.
spec Ledger { module Accounts { entity Account { tenant_id: TenantId balance: Money @currency(ISO4217) } api REST { auth: JWT @multi_domain } } module Payments { flow Transfer { saga: orchestration steps: [debit, credit] } } compile { targets: [python_fastapi, java_spring] db: postgresql @rls, secrets: vault }}Banking, fintech, healthcare and regulated industries · Access by request
- 17 services compiled
- 37,894 tests generated and passing
- 1,037 quality-gate checks, 0 failed
- 5 compliance frameworks validated
- 100% reproducible builds
Actual results from a single enterprise platform build. Nothing hand-written.
Writing code stopped being the problem. Shipping it didn't.
AI made the first version ten times faster. It didn't move the second one — the version that passes security review, has tests, and that an auditor can trace back to the requirement that caused it.
A technology layer your own team operates.
DevMatrix is a compiler. It installs in your organization, it is licensed as technology, and it runs inside your perimeter. Your team declares what the system must do; DevMatrix decides how it gets built — identically, every time.
- A compilation layer you install and license
- Infrastructure your own team operates
- Deterministic: same input, same output, every time
- Yours: the specification, the code and the IP
You buy technology, not hours. It scales like technology: the second system doesn't cost what the first one did.
From a specification to a signed system.
Four stages. Only the first one is yours to do.
- 01
Specify
Your team declares the system in DMX — by hand, or with the LLM they already use.
- 02
Compile
Past the Compiler Wall there is no randomness. Same spec, same artifacts.
- 03
Verify
270+ gates across BLOCK, WARN and INFO, then 1,000+ generated tests per service. Nothing ships around them.
- 04
Ship with evidence
Production code, infrastructure, tests and a signed evidence pack — from one build.
Requirement changes? Edit the specification and recompile. The fix isn't a patch — it's a new baseline, identical for every service.
Click a line. See what it becomes.
This is the source map the compiler signs into every build: every artifact traces back to the node that caused it.
Double-entry accounts, transfers and settlement. Four nodes, and everything they cause.
Illustrative DMX shapes, not customer builds. Published figures come from the verified build below.
A requirement changes. You edit the specification, not forty files.
Compliance asks for the personal-data column to be encrypted at rest. Here is the entire change.
spec Ledger { module Accounts { entity Account { tenant_id: TenantId pii: Json } } }Schema and migration
The column is emitted encrypted, with a forward and rollback migration — in every service that touches the field.
Key material wiring
Envelope keys are wired to the secret store the spec already declares. No credential reaches the source tree.
Contracts and serializers
API contracts and serializers are regenerated so the field never leaves the perimeter in clear text.
Tests
New validation and security tests for the field are generated alongside the code, not filed in a backlog.
Evidence, re-signed
Threat model, SBOM and replay certificate are regenerated and signed against the new specification.
Nobody has to remember to do any of it, and nobody can do half of it.
Your team loses nothing. It just stops doing the work it never wanted.
They stop writing the authentication layer for the nth time and start designing the system that uses it.
The teams that adopt it fastest are the ones already tired of rebuilding the same thing. They don't need convincing — they need a demo.
One specification. A complete enterprise platform. Zero hand-written code.
Not a target and not a projection: the quality results of one real build. 17 services, with their schemas, APIs, auth boundaries and tests, verified end to end.
Compliance frameworks validated on this build
Security hardening — every category at 100%
The auditor arrives and asks where this line of code came from.
In most organizations that opens weeks of archaeology. Here the answer is a file: every emitted line traces to its specification node, and any third party can rebuild the artifact from the specification plus the compiler version.
Maps to the controls your auditors cite
AI writes. DevMatrix certifies. You need both.
An assistant produces a different output every time you ask, and that variability is exactly what a regulated environment cannot sign off on. DevMatrix doesn't compete with that layer — it consumes it.
Your team + their LLM
- Understands the business
- Drafts the DMX specification
- Reviews and iterates
Probabilistic · creative
DevMatrix
- Compiles
- Verifies
- Emits code + signed evidence
Deterministic · auditable
Compile where your compliance boundary is.
SaaS, self-hosted, air-gapped or hybrid. The model follows what your regulator allows, not what's convenient for us.
Want the engineering before the sales call?
The whole pipeline is public — phases, gates, taxonomies, targets and maturity markers included.
- 6
- compilation phases
- 270+
- verification gates
- 131
- technology outputs
- 22
- closed-taxonomy concerns
Frequently Asked Questions
Start where you are.
Get in Touch
Have a question about DevMatrix? Want to discuss enterprise solutions? We'd love to hear from you.
Location
Florida, United States
Serving customers worldwide