How Adopt AI uses TrueFoundry
15M+
“Total requests: 15M+ over the last 90 days”
As published on truefoundry.com. Checked by usedby on Oct 9, 2026.
What happened
Adopt AI routes all of its LLM traffic through TrueFoundry's AI Gateway, which acts as a single abstraction layer between its agent platform and multiple model providers. This gives it centralized model access, routing, tracing, and cost and latency monitoring without application code changes.
Summary written by usedby from the source page, in English. The figures are those of TrueFoundry and Adopt AI, not ours.
- ~40B“Token usage: ~40B input tokens and ~2.2B output tokens”
Adopt AI standardized all LLM interactions through TrueFoundry’s AI Gateway, treating it as a strict abstraction layer between applications and model providers. Applications no longer interact directly with individual LLM vendors; instead, all requests flow through a single gateway
For us, the TrueFoundry AI Gateway is about complete abstraction. Our applications never talk directly to model providers. We can switch models, manage throttling, and trace behavior centrally without changing code. That separation is critical as we scale agentic workflows across customers.
What the story claims, and what we checked
What we compared with the page.
- The figure: 15M+CheckedPrinted word for word on the page, near the name of Adopt AI.
- The passage quoted aboveCheckedCopied word for word from the page, near the name of Adopt AI.
- Adopt AI uses TrueFoundryCheckedConfirmed line.
- The result itselfNot checkedWe quote it; we did not measure it.
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