https://securix.app/blog SecuriX is the enterprise control plane for LLM and MCP traffic — SSO, budgets, virtual keys, and DLP in front of every model and MCP server your org uses. Deploy as SaaS or self-hosted with Docker. en-us undefined (CatalystOps) undefined (CatalystOps) Tue, 14 Jul 2026 00:00:00 GMT https://securix.app/blog/ai-cost-optimization-guide https://securix.app/blog/ai-cost-optimization-guide Everything IT and finance leaders need to know about AI cost optimization: why per-seat licensing wastes 60–80% of AI budgets, the seven levers that actually cut spend, the metrics to track, and a 30-day rollout plan. Tue, 14 Jul 2026 00:00:00 GMT undefined (CatalystOps) cost-optimizationllm-gatewayai-pricing https://securix.app/blog/ai-for-non-technical-teams https://securix.app/blog/ai-for-non-technical-teams Most AI tooling is built for developers. But marketing, sales, support, and ops are the majority of your company — and per-seat pricing charges them power-user rates for light usage. Here is how to give every non-technical team AI access without buying a seat for each of them. Tue, 28 Jul 2026 00:00:00 GMT undefined (CatalystOps) cost-optimizationllm-gatewayai-pricing https://securix.app/blog/enterprise-llm-gateway-cut-ai-costs https://securix.app/blog/enterprise-llm-gateway-cut-ai-costs Per-seat ChatGPT and Copilot licenses are quietly draining six figures a year for usage you can't even see. Here is how an enterprise LLM gateway cuts that bill in half, gives you a full audit trail, and blocks PII before it leaves your network. Sun, 28 Jun 2026 00:00:00 GMT undefined (CatalystOps) llm-gatewaycost-optimization https://securix.app/blog/per-seat-vs-pay-per-token-ai-pricing https://securix.app/blog/per-seat-vs-pay-per-token-ai-pricing A practical comparison of per-seat and usage-based AI pricing: how each model works, where the break-even point actually sits, when per-seat genuinely wins, the hidden costs in both, and how to decide for your organization. Fri, 31 Jul 2026 00:00:00 GMT undefined (CatalystOps) ai-pricingcost-optimization