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PixelPunch AI Assessment Suite

Identify AI Waste or Uncover New Opportunities

Select one of our 3 minute diagnostic scans below to assess your current systems, calculate RAG scorecards, and generate actionable recommendations.

Start Cost Audit Start Opportunity Audit

Trusted by teams at 100+ organizations worldwide

Dashboard Preview

Total Spend

$12,450

+12% from last month

Efficiency

78%

+5% from last month

Models

0% from last month

Recent Alerts

3 Active

Premium model overuse detected

Unusual spend spike in API calls

Cost monitoring configured

Overall Score

72/100

Choose Your Audit Path

Select the diagnostic that best fits your needs

AI Cost Audit

Is your AI stack burning budget? Find cost leakages, track unit economics anomalies, and identify premium model mismatches.

Finds AI spending leaks
Scores cost architecture risks
Tailored optimization suggestions

Run Cost Audit

AI Opportunity Audit

Where can AI automate workflows? Detect manual bottlenecks, calculate feasibility, and draw a phased implementation roadmap.

Finds where AI can be applied
Scores readiness & business value
Creates phased AI adoption roadmap

Run Opportunity Audit

Why Use PixelPunch AI Assessment?

Our diagnostic suite helps you optimize AI spending and uncover automation opportunities

Reduce Waste

Identify and eliminate AI spending leaks before they drain your budget

Find Opportunities

Discover automation opportunities you didn't know existed

Build Roadmap

Get a phased implementation plan with clear priorities

How It Works

Three simple steps to get your AI optimization insights

Choose Your Audit

Select between Cost Audit or Opportunity Audit based on your needs

Answer Guided Questions

Our wizard walks you through 15-20 targeted questions in 3 minutes

Get Scorecard & Recommendations

Receive instant RAG scores and actionable recommendations

See Your RAG Scorecard

Get instant visual feedback on your AI stack health with our comprehensive scoring system

Cost Architecture Score

Live Analysis

Spend EfficiencyAmber

68/100

Model FitRed

42/100

ArchitectureGreen

85/100

Critical: Model Overuse Detected

Premium models being used for tasks that don't require them

Good: Cost Monitoring Active

Usage tracking is properly configured across all tools

Actionable Recommendations

Get specific, prioritized recommendations to optimize your AI usage

Right-Size Model Selection

Downgrade from GPT-4 to GPT-3.5 for simple classification tasks

CostHigh Impact

Implement Caching Layer

Add response caching for repeated queries to reduce token usage

EfficiencyMedium Impact

Consolidate Duplicate Tools

Evaluate overlapping AI tools and consolidate to reduce spend

CostHigh Impact

Optimize Prompt Engineering

Refine prompts to reduce unnecessary token consumption

EfficiencyMedium Impact

This is the type of output you'll receive after completing your audit

Frequently Asked Questions

Everything you need to know about our AI Assessment Suite

Each audit takes approximately 3 minutes to complete. You'll receive instant RAG scorecards and actionable recommendations upon submission.

For the Cost Audit, have your AI tool access details and monthly spend handy. For the Opportunity Audit, be ready to describe your manual workflows and pain points.

RAG stands for Red-Amber-Green. It's a simple scoring system: Red means action needed, Amber means room to improve, Green means you're doing well.

This is for teams and organizations using AI tools who want to optimize costs, find automation opportunities, and build effective AI roadmaps.

Absolutely! Many organizations run both audits to get a complete picture of their AI optimization and opportunity landscape.

Yes. All audit responses are processed securely. We never share your raw data, and you can download your full report at any time.

Ready to Optimize Your AI Strategy?

Get instant insights into your AI spending and automation opportunities with our 3 minute diagnostic scans

Run Cost Audit Run Opportunity Audit