The AI Transition
Your IT Team Needs.
I review your tech stack, build your AI strategy, and deliver a prioritized roadmap — so your team transitions from the old way of building software to AI-augmented development. In 4 weeks. With guardrails.
The old way is costing you
Your IT department was built for a world before AI. Manual processes, expensive software licenses, siloed teams, and one-size-fits-all tooling. The transition to AI-augmented development isn't about adding more tools — it's about understanding which systems are ready, which workflows should change, and where AI will actually move the needle.
One engagement. Three phases.
I review your stack, build your AI strategy, and hand you a roadmap your team can execute — in 4 weeks.
Phase 1: Review
I map your entire tech stack — infrastructure, SaaS, APIs, pipelines, and workflows. Every system gets scored on health, cost-efficiency, and AI-integration readiness. I identify what's redundant, what's overpriced, and what's already ready for AI.
Phase 2: Strategize
Using my AI Pairing Framework, I classify every team and workflow into the right level of AI integration — from Copilot to Fully Automated. I build your AI strategy around what will actually work for your team, not what's trending on LinkedIn.
Phase 3: Roadmap
You get a prioritized 30/60/90-day implementation plan with specific tools, cost projections, and guardrails. Quick wins that pay for themselves in weeks. Medium-term plays that compound. And the confidence to say no to AI hype that doesn't fit.
The right AI for every role
I classify every team and function into the right AI pairing tier — so you invest where the returns are highest.
AI Assists, Human Drives
Real-time AI assistance for engineers, analysts, and writers. Tools like GitHub Copilot, Claude, and Cursor accelerate output while humans retain full decision authority.
AI Drafts, Human Refines
AI handles first-pass drafts, summaries, and analysis. Project managers, business analysts, and marketing teams review and refine. Immediate productivity lift with minimal change management.
AI Executes, Human Oversees
End-to-end AI execution with human checkpoints. L1 support, QA testing, report generation, and log monitoring run autonomously with escalation paths to human operators.
No Human-in-the-Loop
System monitoring, backup verification, certificate renewal, and compliance scanning run entirely automated — monitored via dashboards and alert thresholds only.
Maximizing the Value of AI
Across Your Tech Stack
The 7-step AI Readiness Playbook gives you the exact framework I use with clients — from stack audit to measurable ROI in 30 days. Includes a self-assessment scorecard.
Six deliverables. Four weeks. Fixed scope.
Every review produces the same artifact stack — no ambiguity about what you're buying.
Current-State System Map
Complete inventory of every system, integration, dependency, and data flow in your stack — with ownership, cost, and risk annotations.
5-Dimension Scorecard
Every system rated 1-5 across tech health, AI readiness, automation potential, security posture, and staffing alignment.
Cost-Reduction Register
Line-item list of redundant licenses, underutilized tools, and overpriced SaaS with specific savings estimates and replacement recommendations.
AI Opportunity Matrix
Every AI integration opportunity scored by ROI, complexity, and time-to-value — ranked and sequenced so you invest where returns are highest.
AI Pairing Analysis
Role-by-role classification into AI tiers — Copilot, Augmented, Led, or Automated — with tool recommendations and expected productivity gains.
30/60/90-Day Roadmap
Prioritized implementation plan with quick wins, medium-term plays, and strategic overhauls — each with cost, timeline, and ROI projection.
How I work
A proven six-phase methodology built for speed, clarity, and measurable results.
Discovery & Intake
Structured deep-dive into your stack, team structure, pain points, compliance requirements, and growth trajectory. I don't start analysis without a complete picture.
Stack Assessment
System-by-system scoring across health, scalability, cost-efficiency, security, and AI readiness. I map every dependency, integration point, and single point of failure.
AI & Automation Mapping
I identify every process, role, and workflow where AI or automation will deliver immediate ROI — scored by impact, complexity, and time-to-value.
Staffing & AI Pairing
Role-by-role analysis that classifies teams into the right AI pairing tier. Includes tool recommendations, time savings projections, and change management guidance.
Prioritized Roadmap
Quick wins in 30 days, medium-term plays in 90 days, strategic overhauls in 12 months. Every recommendation includes cost, timeline, ROI projection, and dependencies.
Ongoing Advisory
Quarterly technology reviews, emerging threat briefings, automation expansion playbooks, and workforce optimization check-ins. I don't just audit — I stay in the fight.
Platform & tool expertise
Built by Tye OsBurn
Enterprise technology leader with hands-on experience at eBay, PayPal, Gallup, and Home Instead. ReviewCode's methodology was forged across four industries — not borrowed from a textbook.
The AI Transition Review
4 weeks. 6 deliverables. Fixed scope. I review your entire technology stack and deliver a scored, prioritized roadmap — so you know exactly where AI will move the needle and what it will cost.
Book Your AI Transition Review