IBM's Azure Foundry Enterprise Kit

Token Economics Lab

Interactive demos showing how the Token Economics SDK cuts AI costs 60-80% without quality loss. Every number is computed from real model pricing.

Token Race: Naive vs. Governed

Invoice INV-48217 — 6-step AP pipeline (invoice-processing)

DEMO

Naive (All Frontier)

$0.2243
1parse invoicefrontier
gpt-4o12.0K in / 3.0K out$0.06
2extract fieldsfrontier
gpt-4o8.5K in / 2.0K out$0.0413
3validate pofrontier
gpt-4o9.0K in / 2.5K out$0.0475
4anomaly fraud checkfrontier
gpt-4o7.0K in / 1.8K out$0.0355
5approval summaryfrontier
gpt-4o5.0K in / 1.2K out$0.0245
6audit logfrontier
gpt-4o3.0K in / 800 out$0.0155
Quality: 98.9%

Governed (Smart Routing)

$0.043
1parse invoicelightweight
gpt-4o-mini12.0K in / 2.8K out$0.0032
Routed by: router · 3.2K cached
2extract fieldslightweight
gpt-4o-mini6.0K in / 1.5K out$0.0016
Routed by: router · 2.4K cached
3validate pomid_tier
o4-mini5.5K in / 2.2K out$0.0147
Routed by: router · 1.8K cached
4anomaly fraud checkfrontier
gpt-4o4.8K in / 1.2K out$0.022
Routed by: override · 1.6K cached
5approval summarylightweight
gpt-4o-mini3.5K in / 800 out$0.0009
Routed by: router · 1.2K cached
6audit loglightweight
gpt-4o-mini2.0K in / 400 out$0.0005
Routed by: router · 800 cached
Quality: 98.6%
80.8%Cost Reduction
5.22×Cost Ratio
0.3%Quality Delta
$21,750Annual Savings (10K runs/mo)