Playbooks for digital transformation, AI adoption, leadership, and operational excellence.
I’ve spent 25+ years in USAF comms, enterprise consulting, startups, and AI infrastructure. Along the way I’ve built and battle-tested frameworks that cut through SaaS sprawl, fix adoption bottlenecks, and right-size technology.
This repo isn’t about code. It’s about how I think, lead, and execute.
Most of my commits live in private org repos.
Here, you’ll find the roadmaps, templates, and playbooks I use to deliver results.
- Roadmap – My 8-step process for transformation
- Service Pillars – The five pillars I use on every engagement
- Cost Optimization – How I cut IT spend 40–70% without breaking adoption
- Tool Selection – Why the “perfect tool” is a myth
- Why Framework – Always start with why before chasing what
- RAG Blueprint – Repeatable workflow for retrieval-augmented generation
- GPU Infrastructure – How I scale multi-GPU clusters step by step
- Agentic Automation – Guardrails and governance for AI rollouts
- AI Strategy – ROI-first approach to AI adoption
- Ops Playbook – How I stabilize, cut costs, and scale ops
- Security Framework – How I troubleshoot and harden security
- Workflow Automation – When to automate, when to kill steps
- SOP Template – Simple, one-page SOP structure
- Leadership Principles – Core rules I live by
- Executive Reporting – Dashboards that drive decisions
- Adoption Strategy – From 40% adoption to 90%+
- Modeling Behavior – Story: leading by example, not lecture
- Cross-Cultural Teams – How I lead across functions and cultures
- Philosophy – How I grow people into leaders
- Hands-On Coaching – Pairing, feedback, and accountability
- Dealing with Clients & Vendors – How I handle friction without losing ground
- Dealing with Workplace Trouble – My approach to conflict and tension
- Coding Habits – Staying sharp and leading by example
- Code Review – My no-BS approach to reviews
- Continuous Learning – How I keep skills sharp across decades
These frameworks are modular. You can drop one into an SMB, a mid-market org, or a scaleup without reinventing the wheel.
I’ve used them to:
- Reduce IT budgets by 42–70%
- Boost adoption from 40% to 90%+
- Scale GPU clusters for real-time inference
- Build reporting execs actually use
- Mentor teams into leaders who scale themselves
📧 Contact: phillip@philliprumple.com
🌐 Website: philliprumple.com