The operating pattern
The next job should start with what the firm already learned.
Expert teams repeatedly receive a new brief, assemble old context, decide who may see it, coordinate work, and prove what happened. That company-shaped layer is reusable even when every engagement is different.
- Company briefingKeep mission, policies, prior decisions, approved templates, and source documents available outside individual inboxes.
- Client boundariesModel companies, memberships, and access before adding an AI worker to a job.
- Bounded deliveryGive an agent an exact brief, repository or document scope, budget, owner, and definition of done.
- Reviewable proofBring tests, approvals, reviewer findings, usage, and results back into the company record.
What the firm owns
The substrate does not become the consultant.
Wrk.Dog can carry context and coordination. It does not manufacture trusted expertise, sign a contract, manage a diary, or own the client relationship.
- Expert judgmentRecommendations, professional accountability, negotiation, and final advice remain with qualified people.
- Client experienceThe pitch, workshop, deliverable, meeting, and relationship remain the firm's own product surface.
- Systems of recordCRM, project accounting, time, scheduling, invoicing, and practice-management connections are implementation choices.
- Commercial authorityPricing, commitments, external communications, contracts, and money movement stay human-owned unless explicitly and lawfully delegated.
A useful first proof
Bring one live file—not a transformation committee.
Choose one engagement with a real brief, approved source material, one accountable owner, and questions the team can independently answer. Start with read-only discovery or a bounded internal delivery task.
- Context testCan a teammate or AI find the right source without relying on the person who remembers the folder?
- Boundary testCan the worker stay inside the approved client, material, repository, and budget?
- Review testCan a named reviewer accept or return the output against the original job?
- Value testMeasure time and rework removed while keeping the advice and relationship human-owned.