AIARCO ASC Blog https://asc.aiarco.com/blog Engineering insights, how-to guides and architecture patterns for platform engineers building with AIARCO ASC. en-us Sun, 21 Jun 2026 03:44:42 GMT <![CDATA[Data Residency Impact on Latency and Cost: EU vs US vs APAC in ASC]]> https://asc.aiarco.com/blog/asc-data-residency-latency-cost https://asc.aiarco.com/blog/asc-data-residency-latency-cost Sun, 10 May 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance data <![CDATA[Improving Developer Experience for AI Access: Self-Service Portals with ASC]]> https://asc.aiarco.com/blog/developer-experience-ai-platform https://asc.aiarco.com/blog/developer-experience-ai-platform Fri, 08 May 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study developer <![CDATA[AI Risk Scoring in Insurance: Audit Trails and Model Governance with ASC]]> https://asc.aiarco.com/blog/insurance-risk-scoring-asc https://asc.aiarco.com/blog/insurance-risk-scoring-asc Tue, 05 May 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study insurance <![CDATA[Air-Gapped AI Deployment: Running ASC in an On-Premises Restricted Environment]]> https://asc.aiarco.com/blog/on-prem-air-gapped-asc https://asc.aiarco.com/blog/on-prem-air-gapped-asc Tue, 28 Apr 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study on <![CDATA[Time-to-First-Token Benchmarks for Major LLMs Through ASC]]> https://asc.aiarco.com/blog/streaming-latency-first-token https://asc.aiarco.com/blog/streaming-latency-first-token Mon, 20 Apr 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance streaming <![CDATA[Shipping Embedded AI Features to SaaS Customers with Per-Tenant Isolation in ASC]]> https://asc.aiarco.com/blog/embedded-ai-features-saas https://asc.aiarco.com/blog/embedded-ai-features-saas Sun, 22 Mar 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study embedded <![CDATA[Throughput Comparison: GPT-4 vs Claude 3 vs Mistral Through the ASC Gateway]]> https://asc.aiarco.com/blog/asc-throughput-gpt4-claude https://asc.aiarco.com/blog/asc-throughput-gpt4-claude Sun, 15 Mar 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance throughput <![CDATA[Consolidating AI Vendors from 7 to 1 Control Plane: A Migration Story]]> https://asc.aiarco.com/blog/ai-vendor-consolidation-asc https://asc.aiarco.com/blog/ai-vendor-consolidation-asc Sun, 15 Feb 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study vendor <![CDATA[LLM Provider Error Rates in 2025: What ASC's Telemetry Shows]]> https://asc.aiarco.com/blog/provider-error-rate-comparison https://asc.aiarco.com/blog/provider-error-rate-comparison Tue, 10 Feb 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance provider <![CDATA[Research Team Model Experimentation Without Breaking Production: ASC Canary Routing]]> https://asc.aiarco.com/blog/research-team-model-experimentation https://asc.aiarco.com/blog/research-team-model-experimentation Sat, 10 Jan 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study research <![CDATA[Memory Footprint of Self-Hosted ASC: Sizing Your Kubernetes Pods]]> https://asc.aiarco.com/blog/asc-memory-footprint-self-hosted https://asc.aiarco.com/blog/asc-memory-footprint-self-hosted Mon, 05 Jan 2026 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance memory <![CDATA[FAQ: Will Semantic Caching Return Wrong Answers? How ASC Ensures Cache Safety]]> https://asc.aiarco.com/blog/faq-semantic-caching-accuracy https://asc.aiarco.com/blog/faq-semantic-caching-accuracy Tue, 02 Dec 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) faq faq <![CDATA[Context Window Management at the Gateway Level: Truncation, Summarization, and Compression]]> https://asc.aiarco.com/blog/llm-context-window-management https://asc.aiarco.com/blog/llm-context-window-management Sat, 29 Nov 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture llm <![CDATA[Embedding Cache Effectiveness: Cosine Similarity Thresholds and Hit Rates in ASC]]> https://asc.aiarco.com/blog/embedding-cache-vector-similarity https://asc.aiarco.com/blog/embedding-cache-vector-similarity Tue, 25 Nov 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance embedding <![CDATA[Scaling AI From 10 to 10,000 Users: Architecture Evolution with ASC]]> https://asc.aiarco.com/blog/startup-to-enterprise-ai-scaling https://asc.aiarco.com/blog/startup-to-enterprise-ai-scaling Wed, 19 Nov 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study startup <![CDATA[Failover Strategies for AI Gateways: From Simple Retries to Provider Arbitrage]]> https://asc.aiarco.com/blog/ai-gateway-failover-strategies https://asc.aiarco.com/blog/ai-gateway-failover-strategies Wed, 12 Nov 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture gateway <![CDATA[Designing Immutable Audit Logs for an AI Platform: Schema, Storage, and Query Patterns]]> https://asc.aiarco.com/blog/audit-log-design-ai-platform https://asc.aiarco.com/blog/audit-log-design-ai-platform Sun, 26 Oct 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture audit <![CDATA[FAQ: How Does ASC Enforce Data Residency Across Multiple Regions?]]> https://asc.aiarco.com/blog/faq-multi-region-data-residency https://asc.aiarco.com/blog/faq-multi-region-data-residency Sat, 25 Oct 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) faq faq <![CDATA[Rate Limiting Accuracy Under Concurrent Load: Benchmarking ASC's Token Bucket]]> https://asc.aiarco.com/blog/rate-limit-accuracy-benchmark https://asc.aiarco.com/blog/rate-limit-accuracy-benchmark Mon, 20 Oct 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance rate <![CDATA[How an ML Platform Team Standardised AI Access Across 40 Product Teams]]> https://asc.aiarco.com/blog/ml-platform-team-asc https://asc.aiarco.com/blog/ml-platform-team-asc Mon, 13 Oct 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study ml <![CDATA[Semantic Caching for LLMs: How It Works, When It Helps, When It Hurts]]> https://asc.aiarco.com/blog/semantic-caching-explained https://asc.aiarco.com/blog/semantic-caching-explained Thu, 09 Oct 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture semantic <![CDATA[Streaming LLM Architecture: SSE, WebSockets, and Backpressure in Production]]> https://asc.aiarco.com/blog/streaming-llm-architecture https://asc.aiarco.com/blog/streaming-llm-architecture Mon, 22 Sep 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture streaming <![CDATA[FAQ: How Do I Get ASC's SOC 2 Report for My Vendor Assessment?]]> https://asc.aiarco.com/blog/faq-soc2-audit-report https://asc.aiarco.com/blog/faq-soc2-audit-report Thu, 18 Sep 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) faq faq <![CDATA[LLM Fallback Chain Success Rates: How Often Does Your Backup Model Save the Request?]]> https://asc.aiarco.com/blog/llm-fallback-success-rates https://asc.aiarco.com/blog/llm-fallback-success-rates Mon, 15 Sep 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance llm <![CDATA[AI Governance for Government Agencies: How ASC Meets Public Sector Requirements]]> https://asc.aiarco.com/blog/government-agency-ai-control-plane https://asc.aiarco.com/blog/government-agency-ai-control-plane Sun, 07 Sep 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study government <![CDATA[Envelope Encryption for AI Provider Secrets: How ASC Keeps Keys Safe]]> https://asc.aiarco.com/blog/envelope-encryption-ai-secrets https://asc.aiarco.com/blog/envelope-encryption-ai-secrets Fri, 05 Sep 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture envelope <![CDATA[Vector Database Integration in AI Control Planes: A Capability Survey]]> https://asc.aiarco.com/blog/vector-db-integration-ai-control-planes https://asc.aiarco.com/blog/vector-db-integration-ai-control-planes Sun, 31 Aug 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation vector <![CDATA[Rate Limiting Algorithms for AI APIs: Token Bucket, Sliding Window, and Beyond]]> https://asc.aiarco.com/blog/ai-rate-limiting-algorithms https://asc.aiarco.com/blog/ai-rate-limiting-algorithms Tue, 19 Aug 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture rate <![CDATA[Cost-Per-Token Routing: How Different Platforms Optimize AI Spend]]> https://asc.aiarco.com/blog/llm-cost-per-token-routing https://asc.aiarco.com/blog/llm-cost-per-token-routing Thu, 14 Aug 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation llm <![CDATA[FAQ: How Do I Migrate from Direct OpenAI/Anthropic API to ASC?]]> https://asc.aiarco.com/blog/faq-migrating-from-direct-api https://asc.aiarco.com/blog/faq-migrating-from-direct-api Mon, 11 Aug 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) faq faq <![CDATA[ASC Audit Log Query Performance at 100M Events: Index Strategy and Results]]> https://asc.aiarco.com/blog/asc-audit-log-query-performance https://asc.aiarco.com/blog/asc-audit-log-query-performance Sun, 10 Aug 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance audit <![CDATA[Zero-Trust Architecture for AI Infrastructure: Principles and Implementation]]> https://asc.aiarco.com/blog/zero-trust-ai-infrastructure https://asc.aiarco.com/blog/zero-trust-ai-infrastructure Sat, 02 Aug 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture zero <![CDATA[AI Cost Control at a SaaS Company: From $80K to $29K Monthly with ASC]]> https://asc.aiarco.com/blog/ai-cost-control-saas-company https://asc.aiarco.com/blog/ai-cost-control-saas-company Fri, 01 Aug 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study cost <![CDATA[SOC 2 and HIPAA Compliance Postures Across AI Platform Vendors]]> https://asc.aiarco.com/blog/compliance-postures-ai-platforms https://asc.aiarco.com/blog/compliance-postures-ai-platforms Mon, 28 Jul 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation compliance <![CDATA[LLM Request Normalization: Why Your Gateway Needs a Universal Message Format]]> https://asc.aiarco.com/blog/llm-request-normalization https://asc.aiarco.com/blog/llm-request-normalization Wed, 16 Jul 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture llm <![CDATA[RBAC in AI Gateways: How ASC, Portkey, and LiteLLM Handle Access Control]]> https://asc.aiarco.com/blog/ai-gateway-rbac-comparison https://asc.aiarco.com/blog/ai-gateway-rbac-comparison Fri, 11 Jul 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation gateway <![CDATA[Token Cost Savings from Intelligent Model Routing: A Six-Month Analysis]]> https://asc.aiarco.com/blog/token-cost-savings-routing https://asc.aiarco.com/blog/token-cost-savings-routing Sat, 05 Jul 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance token <![CDATA[FAQ: How Much Latency Does the ASC Gateway Add to My LLM Calls?]]> https://asc.aiarco.com/blog/faq-latency-overhead-gateway https://asc.aiarco.com/blog/faq-latency-overhead-gateway Fri, 04 Jul 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) faq faq <![CDATA[MCP Server Architecture: How Model Context Protocol Fits Into an AI Control Plane]]> https://asc.aiarco.com/blog/mcp-server-architecture https://asc.aiarco.com/blog/mcp-server-architecture Sun, 29 Jun 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture mcp <![CDATA[Multi-Tenant Enterprise Chatbot: Architecture Patterns with ASC]]> https://asc.aiarco.com/blog/enterprise-chatbot-multi-tenant https://asc.aiarco.com/blog/enterprise-chatbot-multi-tenant Thu, 26 Jun 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study enterprise <![CDATA[Semantic Caching Implementations Compared: GPTCache, ASC Native, and Redis]]> https://asc.aiarco.com/blog/semantic-cache-providers-compared https://asc.aiarco.com/blog/semantic-cache-providers-compared Tue, 24 Jun 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation semantic <![CDATA[AI Spend Attribution: Connecting Token Costs to Business Units]]> https://asc.aiarco.com/blog/ai-spend-attribution https://asc.aiarco.com/blog/ai-spend-attribution Thu, 12 Jun 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture spend <![CDATA[Build Your Own AI Proxy vs Buy ASC: A Make-or-Buy Analysis]]> https://asc.aiarco.com/blog/asc-vs-custom-proxy-build https://asc.aiarco.com/blog/asc-vs-custom-proxy-build Sat, 07 Jun 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation asc <![CDATA[Cold Start Latency in Self-Hosted ASC vs Managed: A Benchmark Comparison]]> https://asc.aiarco.com/blog/cold-start-latency-self-hosted https://asc.aiarco.com/blog/cold-start-latency-self-hosted Fri, 30 May 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) performance cold <![CDATA[FAQ: How Does ASC Pricing Work? What Am I Actually Paying For?]]> https://asc.aiarco.com/blog/faq-asc-pricing-explained https://asc.aiarco.com/blog/faq-asc-pricing-explained Mon, 26 May 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) faq faq <![CDATA[The Circuit Breaker Pattern for LLM APIs: Preventing Cascade Failures]]> https://asc.aiarco.com/blog/circuit-breaker-pattern-llm https://asc.aiarco.com/blog/circuit-breaker-pattern-llm Mon, 26 May 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture circuit <![CDATA[Self-Hosted vs SaaS AI Gateway: Real Cost Comparison at Scale]]> https://asc.aiarco.com/blog/self-hosted-vs-saas-gateway-cost https://asc.aiarco.com/blog/self-hosted-vs-saas-gateway-cost Wed, 21 May 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation self <![CDATA[Building an Internal AI Developer Platform with ASC as the Control Plane]]> https://asc.aiarco.com/blog/internal-developer-platform-ai https://asc.aiarco.com/blog/internal-developer-platform-ai Tue, 20 May 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) case-study internal <![CDATA[Per-Tenant Model Routing: How to Give Different Users Different AI Capabilities]]> https://asc.aiarco.com/blog/per-tenant-model-routing https://asc.aiarco.com/blog/per-tenant-model-routing Fri, 09 May 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) architecture per <![CDATA[Azure OpenAI Service vs ASC: Choosing the Right Enterprise AI Gateway]]> https://asc.aiarco.com/blog/azure-openai-vs-asc https://asc.aiarco.com/blog/azure-openai-vs-asc Sun, 04 May 2025 00:00:00 GMT hello@aiarco.com (AIARCO Engineering) vendor-evaluation azure