Trace Every AI Token to the Customer, Feature, and Agent Behind It🔒 SSL Verified

Table of Contents

• ↓ Track AI Usage Per Customer
• ↓ Gateways Shouldn't Hide Your Costs
• ↓ AI Consumption Insights
• ↓ Attribute™ sees what your tools miss
• ↓ From the engineering blog
• ↓ Three levers. Real math. No made-up benchmarks.
• ↓ Top Alternatives to doit.com

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Content Snippets from doit.com

"AI spend is a black box. LLM Gateways show token totals but can’t tell you who burned them. Attribute™ traces every token, inference, and training run back to the team, product, and customer that drove it."

"AI cost is dynamic and usage-based. Without context, it’s impossible to design pricing, forecast margins, or scale responsibly. Attribute ties AI spend to consumption, so every pricing and scaling decision is backed by actual usage data."

"Most teams route AI through gateways. The problem is that every billing tool sees the gateway as the consumer."

"Attribute™ eBPF sensor sees traffic into/out of the gateway, tracing each inference call back to the workload, product, and customer that triggered it."

Key Topics & Focus Areas for doit.com:

Track AI Usage Per Customer

Gateways Shouldn't Hide Your Costs

AI Consumption Insights

Attribute™ sees what your tools miss

From the engineering blog

Three levers. Real math. No made-up benchmarks.