Master the Architecture
of Private AI.
Insights, Blueprints, and Community for leaders who build. No fluff. No vendor hype. Just the playbook used by Sydney’s most disciplined AI operators.
The Private AI Pulse
One dispatch. Every Sunday.
Zero noise.
Field-tested blueprints, architecture notes, and security patterns from the front lines of private AI deployment. Read in six minutes.
No spam. Unsubscribe in one click. Read by 1,200+ leaders.
The Resource Vault
Digital Blueprints for builders.
Premium gated resources. Drawn from real deployments. Free to subscribers of The Private AI Pulse.
The Local-First AI Checklist
32-point readiness audit for deploying private LLMs on-premise. Hardware, runtime, RAG pipeline, and compliance gates.
The AI Readiness Template
Board-ready scorecard covering data residency, workflow fit, ROI modelling, and change-management risk.
The RAG Architecture Playbook
Reference architectures for internal knowledge retrieval — embedding strategy, chunking, and retrieval scoring.
The Lead Qualification Protocol
The exact four-stage prompt sequence behind production AI concierge agents. Ready to adapt for your vertical.
The Private AI Cost Calculator
Spreadsheet model comparing three-year TCO of public-API vs. on-premise LLM deployment across four tiers.
The Vendor Security Scorecard
The questionnaire to send every AI vendor before signing. Data residency, training clauses, audit rights.
All blueprints unlock when you subscribe to The Private AI Pulse.
The Inner Circle
Where Sydney’s AI builders
sharpen their craft.
A private LinkedIn group for leaders architecting real AI systems. Invitation-only. Signal, not noise.
Curated membership
Founders, CTOs, and heads of operations. Vetted on entry. No recruiters, no vendors pitching.
Weekly architecture threads
Real deployment war stories. Cost models. Hardware benchmarks. Shared privately among peers.
Monthly live sessions
Closed-door Zoom roundtables with Jag and invited practitioners. Ask anything. Recordings members-only.
Requests are reviewed manually. A short note about what you’re building gets you through faster.
Request an Invite →About Jag
Architect. Trainer. Educator.
Fifteen years shipping enterprise software. The last five designing private AI systems for Sydney’s high-stakes operators. Now teaching the patterns that work — and flagging the ones that don’t.
“The best AI architecture is the one your team can still run in three years, without you.”
15+
Years Enterprise Delivery
MBA
University of Illinois Urbana-Champaign
PMP
Project Management Professional
SAFe
Certified Agilist
GenAI
Architecture & LLMOps
Trainer
Corporate & Executive Workshops
Build private AI with discipline.
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