Skip to content

Free AI operations audit checklist for mid-market companies. Score your automation readiness across 10 departments in 5 minutes.

Notifications You must be signed in to change notification settings

afrexai-cto/ai-ops-audit

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 

Repository files navigation

AI Operations Audit — Score Your Automation Readiness

5-minute self-assessment across 10 departments. No signup. No fluff.

Most companies know they should be using AI. Few know where to start. This audit gives you a concrete score and prioritized action list.

How It Works

Answer 50 questions (5 per department) on a 1-5 scale. Get back:

  • Overall automation readiness score (0-250)
  • Department-by-department breakdown
  • Top 3 highest-impact automation opportunities
  • Estimated annual savings based on your company size

Run It

python3 audit.py

No dependencies. No API keys. Works offline. Takes 5 minutes.

Departments Covered

# Department What It Measures
1 Sales & CRM Lead scoring, pipeline automation, follow-up cadence
2 Marketing Content generation, campaign optimization, analytics
3 Finance & Accounting Invoice processing, expense categorization, reporting
4 HR & Recruiting Resume screening, onboarding, policy Q&A
5 Customer Support Ticket routing, response generation, knowledge base
6 Legal & Compliance Contract review, regulatory monitoring, risk flags
7 IT & DevOps Incident response, code review, infrastructure monitoring
8 Operations Workflow orchestration, inventory, scheduling
9 Product & Engineering Testing, documentation, feature prioritization
10 Executive & Strategy Reporting, competitive intel, decision support

Score Interpretation

Score Level What It Means
0-50 Manual Running on spreadsheets and tribal knowledge. Massive opportunity.
51-100 Basic Some tools in place but disconnected. Quick wins available.
101-150 Developing Foundation exists. Time to connect systems and add intelligence.
151-200 Advanced Strong automation. Focus on AI agents for judgment-based tasks.
201-250 AI-Native Operating at the frontier. Optimize, don't overhaul.

Savings Estimates

Based on AfrexAI research across 200+ mid-market companies:

Company Size Typical Recoverable Revenue
10 employees $52,000 - $145,000/year
50 employees $280,000 - $890,000/year
100 employees $545,000 - $1,970,000/year
250 employees $1,200,000 - $4,500,000/year

What Comes Next

After running the audit:

  1. Get your AI Revenue Leak scoreFree calculator with industry-specific benchmarks
  2. Build your agent stackSetup Wizard generates configs for your exact use case
  3. Go deeperIndustry context packs ($47 each) with ready-to-deploy agent configurations

About

Built by AfrexAI — we help mid-market companies deploy AI agents that actually work. Not chatbots. Not demos. Production systems that save real money.


No data is collected. No analytics. No tracking. Run it, get your score, decide what to do next.

About

Free AI operations audit checklist for mid-market companies. Score your automation readiness across 10 departments in 5 minutes.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages