Route work across models like a specialist team - pick by task, merge outputs, keep guardrails in the path.
No single LLM is best at everything. LLM Fusion is our auto-orchestration layer: it selects and coordinates models (and tools) per input, with SecureDataBridge in the path and a Guardrail Engine before and after generation. It is how Agent Cloud approaches multi-model work today.
Teams hard-code one model and inherit its blind spots - or hand-route forever.
Naive cascades burn cost and latency with no policy for when to stop or escalate.
Enterprise workloads mix creative, technical, multilingual, and tool-using turns that need different strengths.
→Pick models from an LLM Garden based on subject matter, cost/performance, and policy.
→Orchestrate with load balancing and merged outputs that feel like one system.
→Guardrail checks on ingress and egress; encrypt via SecureDataBridge between components.
→Feedback loops so routing improves with use.
How the pieces fit
FUSION ENGINE
Entry point for prompts; coordinates guardrails, orchestration, and final assembly.
ORCHESTRATION ENGINE
Distributes tasks across models and tools; merges partial results into one response.
LLM GARDEN
Registry of general, domain, and custom models available for routing.
ENTERPRISE TOOLS & DATASETS
Hooks for private tools and corpora so orchestration stays on-policy for the customer estate.
- How do we prove routing decisions to auditors the way we prove single-agent tool calls?
- When should Fusion defer to a human instead of another model?
→Cost-aware multi-model deployments without picking a model by hand for every feature.
→A working pattern for Agent Cloud multi-agent trust and delegation.
SECUREDATABRIDGE
Encrypt data in motion across AI pipelines - including research into computation-friendly encryption for sensitive estates.
CRAFT
Fine-tune with retrieval in the loop - models that learn from your documents, not just generic next-token habit.
EXTENDEDREACH LLMS
Stretch useful context windows and industry-tuned models past default chat limits - for estates that do not fit in a prompt.