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How
Scales
Multi-Model Agents with
TrueFoundry

Adopt AI builds enterprise-grade agentic AI across modern and legacy systems.
Using TrueFoundry’s AI Gateway, the platform unifies multi-provider LLM access, handling 15M+ requests and 40B+ input tokens centrally.

This multi-model strategy was essential for performance and quality, but it introduced fragmentation in access, observability, cost tracking, and reliability management. By adopting TrueFoundry’s AI Gateway, Adopt AI established a single, centralized control plane for all LLM traffic. The Gateway now powers unified model access, real-time monitoring, latency-aware routing, and cost visibility across hundreds of thousands of production requests, without requiring application-level changes.
About
Adopt AI enables enterprises to build and deploy agentic workflows that integrate APIs, business processes, and enterprise content across both modern and legacy systems. Its Zero-Shot ingestion and agent infrastructure allow teams to modernize applications without disrupting existing architectures, delivering secure, production-grade agent experiences at scale.
As customers adopted increasingly complex agent workflows, Adopt AI’s platform began handling high-volume, latency-sensitive AI interactions across multiple teams and environments.

Building a Multi-Model Agentic AI Foundation with Centralized Control

As Adopt AI’s agent platform matured, several challenges emerged: