Front-office transformation · AI operating systems
I run front-office transformation in asset management. I also built the AI system I use to do it.
Two decades in investment technology, software developer to divisional executive.
Built and used daily while I led a live investment-platform replacement at a major asset manager, through to go-live
Assessed against Anthropic, OpenGitOps and NIST published guidance, gaps included
Where do you want to start?
The system
One working AI operating system, in four parts.
The whole map: what it is, what it is made of, what it has read, and how I actually use it. Take the chapters in order, or open the one you care about.
01
The verdict Assessed honestly against Anthropic, OpenGitOps and NIST practice, with the gaps in full.
See the assessment →
Foundations
What it is and why: five principles, four layers.
Open → 02The machine
Thirty-one skills, seven workflow chains, a self-healing installer.
Open → 03The knowledge
A self-maintaining second brain over thousands of documents.
Open → 04The thinking partner
How it is used to decide, verify, calibrate and specify.
Open →Start a conversation