Architecture••8 min read
Why One Model Is Not Enough
Different tasks require different model trade-offs. A single-model strategy usually underperforms on cost and quality.
Decision Criteria
Evaluate context window needs, accuracy tolerance, latency constraints, integration complexity, and cost per output.
- Use high-reliability models for mission-critical outputs
- Use fast models for triage and low-risk classification
- Route tasks dynamically when possible
Client Value
Model strategy is a competitive advantage when implemented as a governed routing layer instead of ad-hoc tool choice.
Need This Implemented in Your Business?
I design and deliver production AI systems that connect strategy to measurable execution. Engagements include architecture design, workflow automation, and governance-aware deployment for enterprise and high-growth teams.