InfraNistic - AI Inference Cost Optimization for AWS Bedrock

InfraNistic is an AI inference optimization engine by CompuStable Inc that sits between your application and AWS Bedrock. Each query is automatically routed to the most cost-effective model capable of answering it correctly - simple queries stay cheap, complex queries are escalated only when needed.

InfraNistic uses adaptive query routing to analyze incoming requests and direct them to the appropriate model tier. On typical production workloads, 60-80% of queries never reach the expensive model, dramatically reducing your inference costs without sacrificing quality.

Benchmark Performance: On GPQA Diamond (PhD-level science benchmark), InfraNistic Standard achieves 76% accuracy - matching the most expensive model - at a fraction of the cost.

Consider an e-commerce company running a customer support chatbot handling 50,000+ queries per day on AWS Bedrock. Most incoming questions are routine - order status, return policies, shipping estimates - while a smaller portion requires complex reasoning like troubleshooting product issues or interpreting account history. Without InfraNistic, every query hits the most expensive model. With InfraNistic, approximately 70% of those routine queries route to Claude Haiku 4.5, while only the complex 30% escalate to Claude Sonnet 4.5. The result is dramatically lower inference spend with no degradation in answer quality for end users.

• Up to 5x more AI capacity from your existing budget through intelligent model routing
• No code changes required - InfraNistic integrates seamlessly with your existing application
• No training data needed - works immediately on any workload and self-optimizes over time
• Zero data retention - InfraNistic never stores your queries or responses
• Runs in your AWS account - all inference executes through standard Bedrock APIs
• Deploy in 60 seconds - one CloudFormation command and you are live

InfraNistic deploys as a lightweight routing layer within your AWS account via CloudFormation. Your application sends requests to the InfraNistic endpoint, which analyzes query complexity in real time and routes each request to either Claude Haiku 4.5 or Claude Sonnet 4.5 through standard AWS Bedrock APIs. All data stays within your account - nothing is transmitted externally.

Deploy InfraNistic with a single CloudFormation command. No domain-specific configuration is required. Point your application to the InfraNistic endpoint and start receiving optimized responses immediately.

Requirements:

• AWS Bedrock model access for Claude Haiku 4.5 and Claude Sonnet 4.5 in us-east-1
• Client timeout set to 300 seconds

InfraNistic operates entirely within your own AWS account using standard Bedrock APIs. No query data or responses are stored or transmitted externally. Fully compliant with Anthropic and AWS Bedrock terms of use.

InfraNistic is built for engineering teams and organizations running AI inference workloads on AWS Bedrock who want to significantly reduce costs without degrading output quality. Whether you are running customer-facing chatbots processing thousands of queries per hour, internal knowledge assistants for enterprise teams, or automated analysis pipelines in fintech or healthcare, InfraNistic optimizes every query automatically.

InfraNistic deploys in 60 seconds with no code changes. Subscribe through AWS Marketplace, deploy the CloudFormation stack, and begin optimizing your AI inference costs immediately. Visit https://infranistic.com  for documentation, quick-start guides, and to request a live demo or pilot engagement with the CompuStable team.