AI Audit & System Blueprint

A 1-week engagement to identify where AI can replace manual operations—without disrupting what’s already working. You’ll get a mapped architecture, automation opportunities, and a system design you can implement or hand off.

Workflow Mapping

Identify bottlenecks, handoffs, and high-friction steps

LLM Use Case Scoping

Clarify what’s best handled by AI, automation, or humans

System Diagram

Clean architecture map: tools, APIs, logic layers

ROI Estimate

Project time saved and cost avoided — with numbers

Tech Stack Guidance

Get clarity on what to buy, build, or skip — and why

Who It’s For:

Ops leaders, CTOs, and team leads drowning in repetitive workflows — onboarding, ticket triage, knowledge retrieval, or manual updates — who need a clear path to automation without wasting time on unproven tools.

Example Outcome:

One legal SaaS team cut onboarding time by 60% after implementing the audit blueprint — and avoided hiring 2 additional support reps.

Timeframe

1 week

Format

2 calls + async delivery

Investment

$5,000 – $10,000

Deliverables

PDF system map, stack recommendations, and ROI analysis

AI Audit: Frequently Asked Questions

Ready to automate the ops work that’s slowing you down?

I’ll help you identify the right AI system, map the architecture, and either build it or integrate it with what you already use. Most of my clients save hundreds of hours a year with just one system.