Section	Candidate Type	Eligible?	Typical Requirement	Notes
Primary fit	Category managers and sourcing leads	Yes	Ownership of one or more spend categories	Primary audience — the sourcing, negotiation, and QBR modules directly support your category work.
Primary fit	Procurement operations and P2P managers	Yes	Responsibility for purchasing processes and tools	Ideal for automating requisition, PO, and supplier onboarding workflows.
Primary fit	Supply chain managers with procurement scope	Yes	Cross-functional responsibility across plan-source-deliver	Strong fit for supplier risk, scenario planning, and demand-supply alignment modules.
Adjacent backgrounds	Finance business partners supporting procurement	Yes	Spend analytics or savings-tracking responsibility	Spend analysis and savings-plan modules translate directly to finance partnering work.
Adjacent backgrounds	Consultants delivering procurement transformation	Yes	Client-facing sourcing or category projects	Use the category playbook and custom GPT modules to productize your delivery.
Adjacent backgrounds	Small-business owners managing their own sourcing	Yes	Direct responsibility for vendor selection	Condensed workflows fit smaller organizations without a dedicated procurement function.
Experience level	Junior buyers and specialists	Yes	Basic purchasing experience	Starts with sourcing fundamentals and builds up to strategic workflows.
Experience level	Mid-level category managers	Yes	Running live sourcing projects	Best fit — removes the slow parts of your current sourcing cycle end to end.
Experience level	Procurement directors and CPOs	Yes	Function leadership	Useful for building team-wide prompt libraries, playbooks, and governance standards.