Commercial Audit / Due Diligence
ai-powered
AI agents have cut the legwork of a commercial due diligence or a marketing audit from weeks to days.
A commercial due diligence or a marketing audit on a consumer business asks one question in many forms: how much of this company's growth is repeatable, and what does the next euro of marketing buy? How solid and loyal are the customer cohorts? How sophisticated are the operations?
A large part of the analysis is needed to gather and structure the data. Exporting ad accounts, reconciling spend against revenue, cleaning transaction data, building cohort tables.
We now build agents to help with data assembly and structure.
4 steps. Agents support at every step, individual judgetment makes the difference
-
Assembly
Pulling accounts, reconciling spend against revenue, checking tracking, running our channel checklists across all growth activity.
Agents support data handling.
-
Interviews
Going into the details of the operations today, understanding beliefs, strengths, challenges, decisions, and priorities.
Agents help to capture and structure insights.
-
Model building
Coding agents write and run the analysis: cohort and CLV models, propensity models, saturation curves. Output is code in a repository, versioned and reviewable line by line.
-
Judgement
Reading of the result and the recommendation. This is where individual expertise still is required and makes all the difference.
Technology Integration
Our team applies a systematic series of phases, ensuring each engagement advances logically from initial insight to final evaluation while maintaining full transparency.
Flexibility