Managed AI agent operations: how Nestack Agent Care runs production agents
Nestack Agent Care is a managed AI agent operations service from Nestack. Its premise is simple: AI agents in production should be run like production systems, not left alone after launch.
What the service operates
According to Nestack Agent Care, the team operates production AI agents across goals, workflows, tools, LLMs, evaluations, guardrails, human review and business outcomes. Around that, it coordinates incidents, costs and reporting so that failures are detected, policy risks are managed, performance drift is monitored and improvements are verified as conditions change.
Industry and department playbooks
The service is organised around playbooks. Nestack publishes 23 industry playbooks, covering areas such as accounting, advertising and marketing, agriculture, automotive, banking, biotechnology, construction, education, electronics, energy, food and beverage and healthcare. Each playbook lists the risks being monitored, the evaluations run and the procedures followed to keep agents reliable, compliant, secure and production-ready. Department playbooks cover functions such as customer support, finance and accounting, human resources, IT, legal and compliance, marketing, sales and supply chain.
Examples from the playbooks:
- Accounting: monitoring accounting AI agents and catching errors before they affect clients or financial operations.
- Banking: catching errors before they create regulatory or financial exposure.
- Construction: catching errors before they affect site safety or project costs.
Operations model
Nestack Agent Care describes continuous 24/7 agent operations, end-to-end tracing, evaluation runs, verification loops, monitored tool actions, verified guardrails, human review, staffed incident response and cost and drift controls, with a 30-minute critical SLA on its enterprise tier.
Learn more about managed AI agent operations at nestackagents.com.