The Agent Production Hardening Guidev1.3.1

A SaaS company deploys a customer support AI agent to handle tier-1 tickets. The assessment identifies integration brittleness with the ticketing API and missing monitoring, leading to a 30-day hardening plan to set SLOs and circuit breakers.

A marketing agency uses an AI agent to generate blog posts at scale. Without token budgets, costs spiral. The guide implements per-agent cost caps and budget alerts to keep spend predictable.

A fintech startup prepares its investment advisory agent for EU AI Act compliance by August 2026. The guide provides an audit trail for Article 12 and risk management controls to pass regulatory scrutiny.

An e-commerce company runs multiple agents for inventory, pricing, and customer service. The guide addresses multi-agent failure modes, ensuring graceful degradation and rollback if one agent fails.

A hospital network deploys a triage agent that prioritizes patient messages. Using canary deployment patterns from the guide, they safely roll out updates with automated rollback triggers to prevent patient harm.

Offer a hardened, production-ready AI agent as a monthly subscription, including monitoring, circuit breakers, and compliance features, appealing to enterprises that need reliability.

Provide a 30-day production hardening consulting package using the guide's playbook, helping clients assess readiness and implement SLOs, cost guardrails, and compliance.

Offer a compliance module that integrates with existing agent platforms to satisfy EU AI Act requirements, including automated logging and audit trails.