Cohesor: The Control Plane for AI Agents

Overview

Cohesor is a unified control plane designed to route, optimize, govern, and secure AI agents. By acting as a smart gateway between agents and various Large Language Models, Cohesor helps organizations cut costs by 60 to 90 percent while maintaining high performance and security. It supports over 100 large language models and 50 plus Model Context Protocol providers through a single, unified endpoint. This tool simplifies the complex task of managing multiple AI models by providing one front door for all requests.

Benefits

Cohesor addresses the complexity of managing multiple AI models by providing a single front door. It ensures that every request is optimized for cost, speed, and quality before it reaches a model provider. Key benefits include significant cost reduction through token compression, smart routing, and caching. The platform also offers simplified integration where one endpoint replaces multiple API configurations. Governance and security are enforced through policies, budget caps, and audit trails. Privacy is a core feature as prompts are not retained and the service does not train on user data.

Use Cases

Cohesor is ideal for organizations that use multiple AI models and need to manage costs and security effectively. It works with any SDK requiring a one-line configuration change, making it easy to integrate with tools like Claude Code, Codex, and opencode. The platform is useful for teams that need granular control over AI spending for individuals and groups. It provides real-time tracking of spend by user, team, and API key. Budget caps can stop requests before budgets are exceeded, preventing unexpected costs. The dashboard visualizes requests, tokens, unique users, compression rates, and economy routing percentages. It is also suitable for companies that need to connect various tools like GitHub, Gmail, Google Drive, and Google Calendar securely through a unified gateway.

Pricing

Cohesor does not publicly list specific pricing tiers. However, it offers significant cost savings for enterprise workloads. For example, a company with $120,000 in monthly model spend could save approximately $74,400 per month. This includes about 31 percent savings from compression and 35 percent from routing. These savings can compound to nearly $892,000 annually. The platform allows users to set objectives like Quality or Cost to influence routing decisions, helping them balance performance with budget constraints.

Vibes

Cohesor is designed to be a comprehensive solution for organizations looking to streamline their AI agent infrastructure. The platform emphasizes efficiency, security, and cost-effectiveness. Users appreciate the ability to reduce token usage by an average of 53 percent without losing context. The smart routing engine dynamically selects the best model for each task based on price, latency, and quality scores. This ensures that complex coding tasks get high-quality models while simple queries use cost-effective options. The platform supports a wide array of models from providers like Anthropic, OpenAI, Google, Meta, Mistral, NVIDIA, and Groq. This broad compatibility makes it a versatile choice for diverse AI needs.

Additional Information

Cohesor is available in US-East-1 and EU-West-2 regions. The entire pipeline adds approximately 12 milliseconds at p50, with most time spent on policy checks. The platform supports high request rates, such as 2,148 requests per second for quality mode. Deployment and integration are designed to be rapid, taking under two minutes. Connecting to Cohesor involves getting a gateway key, configuring the environment, and starting to use the service. Privacy and security are prioritized with no data retention of prompts and SOC 2 compliance in progress. Data is encrypted in transit to ensure safety. The platform operates behind one gateway with four core systems for policy, compression, routing, and MCP management.