Mindra

Mindra is a multi-agent orchestration platform that lets a team hire a whole department of AI agents with a single plain-language prompt. Rather than a single assistant, you describe a goal and Mindra assembles a coordinated team of specialized agents, one per channel, tool, or domain, that plans the work, assigns roles, shares context, hands off tasks across phases, and takes real action across more than 3,000 integrated tools to finish the job end to end. It is built for reliable execution: agents are self-healing and always on, re-planning and retrying when a step fails (inspecting errors, trying different parameters or tools) and escalating to a human only when truly stuck, with configurable maximum run times and failure budgets to keep costs bounded. Governance sits at the core through a human-in-the-loop approval ladder where each action is auto-run, notify-and-proceed, approve-before-acting, or never-delegated, configured point and click with role-based permissions, SSO, and a required human yes on sensitive actions, and the governance layer runs outside the LLM for deterministic decisions. Every action, approval, and outcome is captured in an automatic timestamped audit trail viewable in a real-time thread rather than a black box, agents build compounding memory of a business's tone, policies, and playbooks over time, and the platform is model-agnostic (Claude, Gemini, GLM, Qwen, DeepSeek, MiniMax, or your choice) with SOC 2 Type II, GDPR, and optional Zero Data Retention. Teams use it for marketing campaigns, sales and CRM ops, tier-1 support and churn prevention, supply chain, and product intelligence.