Make every
token count.

See where every token goes and what they deliver.

Productivity

How much faster
is your team with AI?

And what is the additional cost?
Pulled from your ticketing system. Median cycle time and weekly throughput, measured across your AI adoption.

Tickets closed per week, last 6 months
8
median, before
13
median, after
↑ 63%
|
$11.68
avg AI cost per ticket
|
1.5x
cycle time improvement
42% AI Adoption →
6 months ago 3 months ago today
Resilience

What happens when
Claude Code goes down?

Or when your team hits rate limits? AI is critical infrastructure. Plouto overlays every incident on your team's output, hour by hour, so the cost of downtime stops being anecdotal.

Last quarter, 4 Claude Code incidents
11h
total downtime
,
$31k
dev-time lost
Mar 18
Rate-limit surge
−52%
2h 04m
Mar 31
Opus degraded
−63%
4h 18m
Output per hour, 9am to 5pm. Rose band marks the outage.

An AI outage costs you a day of shipped work.

Rate limits, retry loops, API stalls. Your team grinds to a halt. Your competitors don't.

Plouto measures your reliance on AI, and your team's resilience without it.

Forecasting

What is next quarter's
projected AI spend?

Weekly AI spend, past 6 months + next quarter
$1.4k
6mo ago, weekly
$7.6k
end Q3 projected, weekly
↑ 5.4×
Q3 2026 forecast
$22,400
± $2,680, 95% CI
Benchmarking

How do you compare
to the competition?

AI efficiency rating
1,200+ teams
Anonymized peer data, refreshed weekly

Your AI practice compounds.

Good habits widen your lead. Bad habits widen the gap. Every quarter you wait, the leaders pull further ahead.

Plouto helps you bridge the gap.

AI is being used like a running tap and no one is watching the meter.
Usage is exploding, costs are rising, and no one knows what is actually driving value.

Plouto tracks every token, ties it to outcomes, and shows you what it's worth.

Scale AI without losing control.

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