ROLLOUT
Leaders & admins
Good adoption feels quiet: practitioners produce better artifacts faster — with review habits that match your firm risk.
What good adoption looks like
Templates move across clients without heroic effort
Leaders can name three governed workflows in production
Incidents are rare, rehearsed, and owned
Billing and scope conversations improve — not inflate
Common failure modes
High login, low usage
Seats bought, but no embedded workflows — fix with pod templates, champions, and measured pilots tied to deliverables.
Plenty of chats, no workflows
Excitement without reuse — capture winners into Projects, Custom GPTs, or runbooks people actually open.
No governance
Leads to quiet shadow IT or brittle lockdown — neither scales; aim for proportionate controls people can explain to clients.
Valuable use cases
Client-facing drafting with review
Status updates, meeting recaps, proposals — always paired with human gates.
Knowledge packaging
SOPs, playbooks, and training paths that stay current.
Research and synthesis
Market scans and diligence packs with explicit unknowns — not fake precision.
Agent governance
Name a business owner outside IT who is accountable for outcomes.
Document allowed tools, data scopes, and maximum autonomous steps.
Run quarterly red-team drills on likely failure paths.
Prefer pilots with crisp stop conditions over firm-wide launches.
Resources