TokenwiseNew Audit

Audit Results

Analysis complete for your AI workspace infrastructure.

Identified waste mitigation

$6,444/ yr projected
$537 / mo immediate savings
B-
Infrastructure health

Action required to optimize spend efficiency.

Recommended Improvements

Practical actions ranked by monthly savings, usage fit, same-vendor plan fit, alternative tools, and credit/free-tier opportunities.

72/100
Priority 1Plan mismatch
$289 / mo$3,468 per year

Downgrade

Seat utilization is below optimal fit for enterprise pricing.

Current
$1,615 / mo
Optimized
$1,326 / mo
Priority 2Redundant tool
$248 / mo$2,976 per year

Consolidate

Overlap with adjacent tooling for similar workloads.

Current
$3,550 / mo
Optimized
$3,302 / mo
Health priorities
Waste RatioPlan FitnessTool RedundancyToken EfficiencyGovernance Health

Your personalized audit summary

The current infrastructure exhibits moderate redundancy across productivity suites. Primarily, there is an overlap between active Notion-style and Jira-style licenses where consolidation could yield savings on overlapping collaborator seats. Additionally, dormant seats were identified across paid developer assistants. Optimizing allocations presents the fastest path to immediate cost reduction without disrupting active workflows.

API & Token Efficiency

Naive tokens4.2MLast 30 days
Optimized tokens2.8MProjected usage
Waste %33.3%Token inefficiency
ActionEnable cachingHighest impact

Tool Spend Breakdown

ChatGPT

team · redundant_tool

Overlap with adjacent tooling for similar workloads.

$3,550 / moCurrent spend
Consolidate
-$248Savings

GitHub Copilot

business · wrong_plan

Seat utilization is below optimal fit for enterprise pricing.

$1,615 / moCurrent spend
Downgrade
-$289Savings

Unit Economics

Avg cost / seat$43
Avg cost / session$0
Waste / seat$7
Annual burn62K

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