AI Orchestrator Console
A conversational console that routes user prompts to the best-fit foundation model and illustrates multi-model orchestration in real time.
Model providers
4 routed
Latency reduction
-37% vs single model
Delivery
5 days
Problem
Product leadership needed a tangible demo that showed how ACH orchestrates multiple large language models. They wanted a single chat experience that could swap between providers based on latency, cost, or quality without users noticing the change.
Approach
We mapped common enterprise use cases, defined routing policies, and then designed a clean chat interface that highlights which model handled each turn. The console ships with a settings drawer for weight adjustments, live status indicators, and soft gradients that reinforce the orchestration theme.
The prototype runs as a front-end experience that highlights provider selection, execution logs, and graceful fallbacks. Because it is wired to internal sandbox APIs, the public link is shared privately with stakeholders rather than published as a production endpoint.
Outcome
The prototype helped stakeholders validate routing heuristics and gave sales teams a clear demo for enterprise conversations. Engineering now has a shared blueprint for the logging, fallback, and provider-selection logic that will power the production orchestrator.