{"best_for":["Software Companies","Enterprise Organizations","AI Developers"],"citation":{"dataset":"aitoolsforbusiness-agent-tool-export","directory_tool_url":"https://aitoolsforbusiness.ai/zahara","json_profile_url":"https://aitoolsforbusiness.ai/data/tools/zahara.json","markdown_profile_url":"https://aitoolsforbusiness.ai/data/markdown/tools-md-050.json","schema_version":"1.4.0","suggested_citation_label":"AI Tools for Business: zahara (https://aitoolsforbusiness.ai/zahara)"},"features":["Agent Governance: Includes RBAC, policies, audit trails, rate limits, and kill-switches to manage agent behavior.","Agent IDs and Wallets: Supports attribution, spend tracking, and payouts for AI agents.","LLM-Agnostic Routing: Designed to route tasks to different models based on the task with available fallbacks.","Observability Suite: Provides traces, evaluations, replay capabilities, and dashboards to monitor agent performance.","Monetization Hooks: Includes metering, billing APIs, and marketplace payouts for commercializing agents.","Build Tools: Offers a visual flow builder, a PRO IDE with CI/CD, and natural-language scaffolding.","MCP Protocol Integrations: Supports an open standard to connect agents with a variety of tools."],"freshness_status":"fresh","name":"zahara","pricing_note":"Pricing was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website.","pricing_url":null,"primary_category":"Software Development","profile_last_verified":"2026-06-23T13:33:31.916Z","secondary_categories":[],"short_description":"Zahara is an AI Agent Control Plane providing governance, observability, and monetization tools for companies managing AI agents in production.","slug":"zahara","sponsorship_status":"none","url":"https://aitoolsforbusiness.ai/zahara","use_cases":["Production Agent Management: Managing AI agents with centralized governance and observability.","Spend and Attribution Tracking: Using Agent IDs and Wallets to monitor spend and handle payouts.","Multi-Model Routing: Switching between different LLMs based on the task to reduce vendor lock-in.","Agent Debugging: Using the Agent Clinic to debug live runs via traces, diffs, and replay."],"website_url":"https://zahara.ai/"}