agent-evaluationv1.0.2

An e-commerce company needs to ensure their customer support agent handles returns, complaints, and policy queries consistently. Using behavioral contract testing and regression testing, they validate invariants like never promising discounts without authorization.

A telemedicine platform tests their diagnostic triage agent across diverse symptoms and patient histories to ensure accurate and safe recommendations. Statistical test evaluation helps detect uneven performance across demographics.

A fintech startup evaluates their investment advisory agent's reliability by measuring consistency of advice under slightly rephrased queries. Adversarial testing probes for harmful recommendations like over-concentration in high-risk assets.

A telecom company monitors their live agent's performance using reliability metrics and capability assessments, flagging sudden drops in resolution accuracy or increased policy violations. This bridges benchmark and production evaluation.

A law firm benchmarks an agent that reviews contracts for risky clauses, using multi-dimensional evaluation to prevent gaming. Behavioral contract testing ensures the agent never misses mandatory compliance terms.

Offer a subscription-based platform providing automated agent evaluation pipelines including behavioral regression, adversarial testing, and reliability dashboards. Revenue comes from monthly or annual licensing fees for enterprise teams.

Partner with companies to design tailored evaluation suites for their agents, including benchmark design and capability assessment. Revenue is generated through project-based consulting fees and ongoing maintenance contracts.

Create a marketplace where independent testers can run standardized evaluations on agents, providing verified reliability scores. Revenue is earned from listing fees for agents and transaction fees for each evaluation report sold.