📌 What This Product Is

A product for shifting a company into AI-first mode. It includes implementation of automated workflows, effect measurement, and an operating model for repeatable change.

🧩 How It Differs From One-Off Consulting

• clear path: diagnostics -> first launches -> scaling
• outcomes are measured by agreed metrics
• the team receives an operating system, not a list of ad-hoc recommendations

⚙️ How AI Models Deliver Consistent Results in a Company

• reliable results require a system-level execution design
• core system blocks: task definition, decision rules, quality control, change processes, data practices, and repository structure
• AI models amplify company processes and improve implementation speed

🛠️ Scope

1. Diagnostics of Current Processes

• bottleneck map
• baseline metrics
• safe rules for corporate data usage

2. Implementation Plan

• prioritized automation backlog
• initial process set for launch (scope depends on company size)
• KPI and success criteria

3. Launch of First Workflows