Intelligence at the Right Price

AI Cost Optimization

Don't let token costs eat your margins. We implement intelligent architectures that route tasks to the most cost-effective model capable of handling them — combining the power of frontier models with the efficiency of local SLMs.

Reduce AI Costs

What We Deliver

Model Routing Gateway

●Implementation of intelligent model routers
●Routing simple queries to cheaper/faster models
●Fallback mechanisms for reliability
●A/B testing infrastructure for model performance

Prompt Caching & Optimization

●Context caching strategies for repeated prompts
●Token reduction techniques and prompt compression
●Standardization of system prompts
●Deduplication of request queues

Hybrid Cloud Architecture

●Balancing workload between API and local hosting
●Spot instance orchestration for batch jobs
●Serverless inference setup for bursty traffic
●Cost attribution and showback dashboarding

Fine-Tuning for Distillation

●Knowledge distillation from GPT-4 to smaller models
●Creating specialized "expert" models for specific tasks
●Validation of small model performance vs. teacher model
●Continuous training pipelines

Benefits

Reduce AI operational costs by up to 90%

Eliminate "bill shock" from uncapped API usage

Improve latency by using lighter models where appropriate

Examples: Use GPT-4 for planning, Llama 3 for drafting

Ideal For

High-volume customer support chat applications

Document summarization pipelines

Real-time data classification streams

Startups scaling from MVP to production

Ready to transform your business?

Book a consultation with our experts and discover how AI can drive real value for your enterprise.

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