Cloptima — AI for Software Development

As you scale artificial intelligence applications across multiple teams, tracking token costs, preventing data leaks, and enforcing governance manually becomes unsustainable. Cloptima addresses this by providing a unified gateway that handles inline guardrails, PII redaction, hard budgeting limits, and automatic provider failovers before a single token is processed. By changing only your API base URL, your existing applications connect to a control plane that manages semantic caching, cost attribution, and MCP tool governance in one pass with minimal p95 overhead. The platform caters to individual developers up to enterprise engineering teams by offering structured tiers that include usage limits, LLM event tracking, and retention windows tailored to production needs. Teams managing autonomous agents can apply strict rules, control specific Model Context Protocol (MCP) server access, and utilize tools like Cloptima Duet for secure code workflows without exposing raw API keys. While it brings powerful cost controls and FinOps clarity to engineering and finance departments, organizations must evaluate the monthly tier costs and ensure their infrastructure can route through an external or VPC-hosted gateway instance without disrupting sensitive data workflows.