Practice
Built to run. Advised to last.
We build production systems, and we advise on the ground those systems have to run on. The two are the same problem approached from different ends.
A demonstration proves a system can work once. Production is the claim that it will keep working.
Platform Engineering
Enterprise platforms that carry production load. The data model is settled first, because a schema is the one decision every later decision inherits. Delivery includes the parts that are not the feature — migrations, observability, access control, and the failure modes nobody puts in a demonstration.
| Layer | Demonstrated | Required |
|---|---|---|
| Data | A populated screen | A schema that survives the second use case |
| Access | A login | Authorization at every boundary |
| Change | A deploy | Reversible migrations |
| Failure | A happy path | Behaviour when a dependency is down |
| Evidence | A dashboard | Logs that answer an unasked question |
Applied AI
An AI system is not a model. It is a model, an evaluation harness, a boundary on what the system may do, and a record of what it did. We design all four. What cannot be evaluated cannot be deployed, and what cannot be bounded should not be.
- ModelSpecifiedMeasured
- Evaluation harnessSpecifiedMeasured
- BoundarySpecifiedMeasured
- Audit recordSpecifiedMeasured
- RollbackSpecifiedMeasured
Specified is a design decision. Measured is a number, and only one of them survives contact.
Market Strategy
Entry and scale in markets where participation depends on more than the product. Structure, qualification, settlement and execution are the conditions that decide whether a capable organization is permitted to compete at all.
| Form | Qualifies as | Risk sits with | Under local law |
|---|---|---|---|
| Direct | Foreign entity | Supplier | Foreign |
| Represented | Foreign entity | Supplier | Foreign |
| Joint venture | New entity | Shared | Part-local |
| Consortium | Pooled | Joint and several | Members |
- CONSIDERATION
- PAYMENT TERMS
- CURRENCY ACCESS
- CONFIRMATION
- TIMING
Priced
Risk the supplier agrees to carry, and charges for.
Structured
Risk removed before it reaches the price at all.