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Intelligent Routing for Specialized AI Model Portfolios

Design governance, evaluation, and orchestration systems that route tasks across heterogeneous AI models while balancing cost, latency, and reliability.

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10. Scenario Playbooks

Develop scenario-specific playbooks illustrating routing policies and operational considerations.

Customer Support Co-Pilot#

  • Intent Spectrum: billing, technical troubleshooting, legal inquiries.
  • Routing: quick answers → utility model; nuanced cases → specialist model with knowledge base integration; high-risk legal → human escalation.
  • Metrics: resolution time, escalation rate, compliance incidents.

Financial Analysis Assistant#

  • Intent Spectrum: portfolio summaries, risk modeling, regulatory reporting.
  • Routing: calculations → deterministic engines; narrative explanations → domain model; compliance review → verification model.
  • Controls: traceability, audit logging, data lineage for every recommendation.

Creative Ideation Studio#

  • Intent Spectrum: mood boards, storyline generation, campaign scripts.
  • Routing: imaginative prompts → frontier model with creative tuning; brand consistency checks → retrieval-augmented model with style guides; final copy validation → guardrail model.
  • Community Signal: track reuse of outputs and sentiment to calibrate creativity vs. compliance.

These playbooks serve as communication tools aligning product, engineering, legal, and customer success teams around the routing strategy.

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