Description
Cloptima is an enterprise AI governance platform designed to manage and optimize every model call an organization makes. It functions as a comprehensive AI gateway, sitting directly in the request path to enforce policies, redact sensitive data, reserve budgets, and attribute costs before any token reaches the AI provider. This proactive approach ensures that blocked calls incur no cost and sensitive data is never leaked.
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The platform offers robust guardrails, allowing users to define rules for redacting secrets and Personally Identifiable Information (PII) from prompts. It also integrates with major safety scans from Azure, AWS, and Google to prevent prompt injection and ensure compliance. Hard budgets can be set with daily and monthly limits, per-request token caps, and alert-only limits for experimental use cases, effectively preventing overspend rather than just alerting to it.
Cloptima enhances efficiency through caching mechanisms, including exact and semantic response caches that reduce token spend and response times. It also features automatic failover, retrying failing calls and seamlessly switching to alternative providers for the same model, all while adhering to established budgets and guardrails. The platform boasts low latency, with policy, guardrails, budget, and ledger operations completing in one pass, achieving p95 latency of up to 13ms.
For financial operations, Cloptima provides detailed LLM FinOps capabilities, attributing spend by team, application, environment, model, and custom fields. This ensures that finance and engineering teams work with consistent, accurate cost data, priced at negotiated rates. It supports agent cost control by allowing governance over which MCP servers and tools agents can use, and provides visibility into agent sessions, retries, loops, and long-running workflows.
Deployment options include an edge gateway that can run within a user's Virtual Private Cloud (VPC), keeping traffic local and under the same policy. Cloptima offers a single endpoint compatible with OpenAI and Anthropic APIs, supporting a wide range of providers including OpenAI, Anthropic, Google Gemini/Vertex AI, and Amazon Bedrock, with over 248 models in its catalog. It also provides developer-first tools like an MCP server and CLI for querying and managing AI spend and governance data programmatically. Cloptima offers a free-forever plan, AI Developer, with no credit card required, alongside paid tiers for growing needs.
- CategoryAI DevOps & Cloud Tools
- Pricing ModelFreemium
- DeploymentCloud, VPC
- PlatformsWeb
Cloptima's Core Features
AI Gateway with Guardrails and Hard Budgets
Token-level LLM FinOps for Spend Analytics
Automatic Provider Failover and Retries
Exact and Semantic Response Caching
Sensitive Data Redaction (Secrets and PII)
Per-Request Token Caps and Daily/Monthly Limits
Attributed Ledger for Spend by Team, App, Model
MCP Tool Governance for AI Agents
Edge Gateway Deployment in VPC
Unified Endpoint for Multiple LLM Providers
Real-time Policy Enforcement in Request Path
OpenAI- and Anthropic-compatible Endpoints
CLI and REST API for Governance Data
SOC 2-aligned Security Controls
Free Forever Plan Available
How to use Cloptima?
Point SDK: Direct your client's base URL to Cloptima's gateway endpoint.
Generate Virtual Key: Create a virtual key within Cloptima to replace your provider key.
Bind Policy: Attach a policy to your virtual key to define governance rules.
Make First Call: Initiate your first model request through the Cloptima gateway.
Monitor Spend: Observe spend, traffic, and safety blocks filling in on the attributed ledger.
Optimize: Utilize caching, failover, and budget controls to optimize AI spend and performance.
Cloptima's Use Cases
- AI Spend Governance
- Data Security & PII Redaction
- Agent Cost Control
- Model Provider Failover
- LLM Chargeback & Showback
- Performance Optimization
- Shadow AI Discovery
- Enterprise AI Gateway
- AI Margin Reporting
