Section	Candidate Type	Eligible?	Typical Requirement	Notes
Primary fit	FP&A and finance analysts	Yes	Regular work with models, forecasts, or variance reports	Primary audience — the modeling and variance modules map one-to-one with your deliverables.
Primary fit	Operations and supply-chain analysts	Yes	Heavy Excel usage for planning and reporting	Strong fit for cleanup, pivot strategy, and scenario-planning modules.
Primary fit	Business analysts across revenue teams	Yes	Ownership of recurring dashboards and reports	Ideal if you want to cut turnaround time on weekly and monthly reporting cycles.
Adjacent backgrounds	Accounting and controllership staff	Yes	Comfort with journal-level data	Apply cleanup and reconciliation modules to close-process workbooks.
Adjacent backgrounds	Consultants handling client spreadsheets	Yes	Frequent diagnosis of unfamiliar workbooks	The debugging and review modules are built for exactly this scenario.
Adjacent backgrounds	Product and growth analysts	Yes	Working with exports from BI and CRM tools	Useful for turning raw event exports into structured, narrative-ready outputs.
Experience level	Junior analysts building their formula library	Yes	Intermediate Excel (basic pivots, XLOOKUP)	Starts at intermediate Excel and uses Claude as a levelling-up mechanism.
Experience level	Senior analysts wanting to ship faster	Yes	Full ownership of complex models	Best fit — Claude removes the slow parts you already know how to do manually.
Experience level	Finance and ops leaders	Yes	Review authority over team spreadsheets	Useful for standardizing team-wide Claude prompts and review checklists.