01
Knowledge & Employee Training
Are important answers scattered across documents, messages, or a few people's memory? Make company experience searchable, teachable, and maintainable.
AI IMPLEMENTATION · FOUR WORK SCENARIOS
Choose a starting point from one workflow your team repeats.
Choose the work problem first. Then verify the available information, access, human responsibility, delivery boundary, acceptance situations, and maintenance owner before choosing the technology.
CHOOSE BY WORK PROBLEM
Which workflow most needs clearer information, ownership, or follow-through?
The scenarios are the top-level service framing. Capabilities, channels, and tools are supporting choices—not a second taxonomy.
02
Customer Service & Sales Collaboration
Are service teams repeating answers while handoffs and channel messaging drift apart? Turn repeat questions and handoffs into a controlled service workflow.
03
Meetings & Task Management
Do meetings end without a confirmed decision, owner, deadline, or next step? Turn meeting decisions into confirmed, traceable next steps.
04
Content & Social Operations
Are assets, drafts, approvals, and publishing results split across tools and messages? Connect assets, drafts, approvals, publishing, and read-back in one accountable flow.
SHARED METHOD
Four scenarios, one accountability path.
Every scenario needs a bounded problem, approved sources and access, named human review, representative acceptance situations, and a person responsible for updates after release.
METHOD IN BRIEF
Do not buy the tool before the workflow and responsibility are clear.
This is a working method, not a claim that a system has already been deployed.
Problem, information, access
Clarify the workflow, usable sources, permissions, risks, and gaps.
Scope and human responsibility
Define where AI assists, where it stops, and who reviews exceptions.
Testable implementation
Build within the approved scope and keep missing dependencies visible.
Acceptance and maintenance
Test real situations, record unresolved work, and assign updates.
BEFORE YOU CHOOSE
Clarify the boundary before implementation.
What if we do not know which scenario fits?
Bring the recurring workflow that causes the most friction. We can clarify its information, owners, boundaries, and a useful next step before choosing technology.
Can more than one scenario be addressed?
Yes, but it is usually clearer to name one primary scenario first. Shared information does not remove the need for separate owners and acceptance conditions.
Can we start without organized information?
Yes, with an inventory. A responsible person still needs to verify sources, versions, usage rights, sensitivity, and gaps.
Does AI replace the responsible person?
No. Authorization, commitments, exception handling, final acceptance, and maintenance remain with named people.
What is included in the 30-minute call?
The call covers the current workflow, priority problem, and a recommended next step, followed by a one-page needs summary. It excludes a full technical plan, implementation, ROI forecast, third-party fees, and a 30-day data audit.
SUPPORTING CAPABILITIES & CHANNELS
Use these narrower pages when the capability is already clear.
They remain valid routes, but they do not become five additional top-level scenarios and do not imply that every engagement requires every capability.