Tech Core
Not building software faster — changing how it is built.
Code generation is only the starting point. ADM connects requirement interpretation, verification and in-production evolution into a single process.
The delivery pipeline
These four stages do not run in one direction. The heart of the process is that production data from the last stage returns to the specification in the first.
- 01
Specify
이해Domain requirements, regulation and legacy systems are converted into a structured, machine-readable specification.
- 02
Generate
생성Architecture and implementation are generated from that spec — and every decision keeps a record of why it was made that way.
- 03
Verify
검증Test, security and performance criteria are validated automatically and delivered as a report a human can read.
- 04
Evolve
진화Data and exceptions from production return to the specification, so the system updates itself on the next cycle.
The principles we hold to
No automation without evidence
Any generated result must be traceable back to why it turned out that way. Automation you cannot verify is debt.
People keep the final call
AI organises the material for a decision and raises the speed. The seat where responsibility sits stays with a person.
Build on standards
We choose open standards and interoperability over closed formats. Good infrastructure is infrastructure a customer could leave.
Technology stack
AI · Models
- LLM orchestration
- RAG · knowledge graphs
- Domain-specific fine-tuning
- Evaluation · observability
Platform
- Kubernetes
- Event streaming
- IaC-based delivery
- Observability
Data
- Heterogeneous data normalisation
- Schema registry
- Data lineage
- Privacy-preserving processing
Open source ecosystem
We believe the fastest way to make developers worldwide trust our engineering from the name alone is to publish the code. We are preparing to open source parts of our delivery automation tooling.
Get notified