# AI Workflow Validation Sprint — Kemeny Studio

> Automate one real workflow, measure one operating KPI, and decide whether to scale, in 10 business days.

## What it is
A bounded, paid entry engagement. In 10 business days we automate one real workflow, measure one operating KPI against a current-state baseline, and return a recommendation to scale, revise, or stop.

## What you get
- One clearly bounded workflow and one primary business KPI
- One working AI automation, agent, or functional validation on your real data
- One primary data source or system connection
- A current-state baseline and the result measured against the KPI
- Security, data, and integration constraints documented
- A production scope and estimate
- A scale, revise, or stop recommendation

## What it is not
Not a full production deployment, not multiple departments, not major migrations, not unlimited integrations, not open-ended consulting.

## Next step
Have us review your workflow (https://kemenystudio.com/ai-workflow-fit-check) and we assess whether your operation is a fit. Spanish: https://kemenystudio.com/es/validacion-workflow-ai

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