
用微调模型构建经常性收入 AI 服务
如何围绕微调模型构建产生可预测月度经常性收入的 AI 机构服务——涵盖服务层级、定价模型和重新训练循环。
大多数 AI 机构陷在项目模式中。收入像锯齿波——高峰、低谷、高峰、低谷。这不是商业模式,是带更好头衔的自由职业。
微调模型天然适合经常性收入模型:持续托管、定期重新训练、监控和优化。
三层服务结构
第 1 层:基础版 — $2,000/月
模型托管(99.5% SLA)、基本监控、季度重新训练、月度报告、邮件支持。你的利润率:75-85%。
第 2 层:成长版 — $5,000/月
专用模型实例、月度重新训练和性能分析、优先支持(4 小时 SLA)、季度策略通话。利润率:70-80%。
第 3 层:企业版 — $10,000+/月
多模型管道、双周重新训练、专属客户经理、每月绩效审查。利润率:60-75%。
10 个客户的数学
| 指标 | 金额 |
|---|---|
| 月收入 | $48,000 |
| 总成本 | $10,045 |
| 毛利润 | $37,955(79%) |
重新训练循环作为价值驱动
重新训练循环是续费的核心理由。收集生产数据 → 分析性能 → 重新训练 → 展示改进。每月展示具体指标。
始终展示数字。不是模糊的"模型改进了",而是具体指标:上月退款查询准确率从 89% 提升到 94%。
Ship AI that runs on your users' devices.
Ertas early bird pricing starts at $14.50/mo — locked in for life. Plans for builders and agencies.
Ship AI that runs on your users' devices.
Early bird pricing starts at $14.50/mo — locked in for life. Plans for builders and agencies.
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