AI Systems Architecture · Architect the System
Model Portfolio and Routing Strategy
Match the right model to every task without over-spending or under-performing.
What it is
Strategy and architecture for how enterprises select, configure, combine and route across multiple AI models: foundation models, fine-tuned models, specialist models and open-source options. Covers cost optimisation, capability mapping, latency requirements, privacy constraints and model governance. Prevents the common failure of over-relying on one expensive frontier model for every task.
Who it is for
CTOs, AI engineering leads and CDOs who are managing or planning to manage a portfolio of AI models and need a principled model strategy — not trial-and-error optimisation.
What the engagement includes
Model inventory and requirements analysis, portfolio architecture design, routing strategy, evaluation criteria and a written Model Portfolio Strategy with implementation guidance.
Not sure this is the right starting point?
Run the Cognitive Coverage Diagnostic and we will recommend the right service based on your actual gaps, not a generic pitch.