Assess the gap
Find the gaps in one AI workflow.
Assessment detailsI’m Elvis.
I care about what happens after the decision.
I lead engineering delivery, build products and write about the people inside systems.
Close the execution gap.
I help teams turn approved requirements into working controls, clear ownership and reliable evidence.
Requirement to execution
Approved intent
Policies, standards and decisions.
Enforceable system
Controls, workflows and records.
- Owner
- Named
- Control
- Working
- Evidence
- Preserved
Assess. Lead. Build.
Lead implementation
Lead the teams and dependencies that make change happen.
Delivery supportExplore Colloxa
AI controls and evidence, in a private design phase.
About ColloxaSelected outcomes.
Regulated operations
AI-assisted quality assessment
Turned call transcripts into structured scoring, human review and role-based reporting.
Internal reporting; employer anonymised.
- 75%
- Reduction in QA evaluation time
- US$12k
- Annual operating cost avoided
Regulated healthcare
Automated professional registration
Connected five systems and automated professional verification.
- 10,000+
- Registrations processed
- 95%
- Automation
- 48 hours
- Approval time, down from two weeks
Fintech platform delivery
Multi-partner integration delivery
Coordinated partner dependencies across a multi-release roadmap.
- 15+
- Retail partner integrations
- 8
- Major releases coordinated
Built and published.
Colloxa
AI controls and evidence. Private design phase.
Research
Frameworks for putting AI governance into practice.
The Control Plane
Field notes on governance and delivery.
What to bring
- The workflow
- The requirement
- The outcome
About
Delivery leader at Lula, founder and writer.
I care about what decisions do to people.
- Now
- Engineering delivery at Lula
- Building
- StudyChops, Colloxa, elmunei studio
- Writing
- Four books and two publications
- Studying
- AIGP (in progress)