Industry use cases

Partners and staff cycle through tax changes, client-specific policies, and recurring compliance tasks. Much knowledge sits in senior heads.

Site supers, contracts admin, and engineers exchange SWMS, permits, RFIs, and variation notices. Paper and photos mix with digital.

Engagements are sold on expertise; every proposal claims uniqueness but borrows heavily from past work.

Project engineers live in calculations, standards, RFIs, and client reports. Knowledge is split between PDM, email, and personal folders.

Advisers and analysts work under strict wording rules, product matrices, and frequent regulatory updates.

Matters generate correspondence, research memos, and discovery-style document review. Precedents are scattered; juniors ramp slowly.

Production depends on work instructions, BOMs, QA holds, and customer PO interpretations. Tribal knowledge on the floor.

Partners sell expertise delivered by teams. Work is document-heavy, deadline-driven, and sensitive about client confidentiality.

Developers coordinate consultants, councils, financiers, and sales channels. Documents multiply at every stage.

Agents juggle listings, vendor reports, buyer qualification notes, and marketing copy across CRM and shared drives. Speed matters but so does consistency with disclosure expectations.