AI AUTOMATION / BUILT AROUND YOUR PEOPLE
Automate the repetition. Keep the judgment.
Turn repeatable communication work into clear, reviewable workflows—with the right information, a named owner and a deliberate next step.
THE HUMAN CHECKPOINT
01 / CHOOSE A WORKFLOW
Input
Prepare
Human review
Ready
03 / INSPECT THE BOUNDARY
Input. Approved source notes and an audience question.
Review. Editor checks facts, voice and the proposed angle.
Output. A structured brief ready for the publishing team.
Use approved notes and references; leave unrelated personal information out.
An editor owns the angle, claims and final brief.
Missing source or conflicting claim? Return it to the editor before moving on.
Input. An inquiry and the service categories it may fit.
Review. Relationship owner checks intent and destination.
Output. A routing recommendation with context for the next person.
Process the fields needed to understand and route the inquiry.
A relationship owner confirms the fit and the handoff.
Unclear fit or sensitive request? Keep it with a person rather than guessing.
Input. Approved meeting notes with decisions and commitments.
Review. Meeting owner checks action, owner and due date.
Output. An action list with responsibilities ready to confirm.
Use notes shared for this purpose; exclude unrelated or restricted discussion.
The meeting owner confirms commitments with the people responsible.
Missing owner or uncertain deadline? Flag the gap for review before distribution.
Choose a workflow. Run it to inspect the human checkpoint.
Start with one repeatable task.
Automate a defined workflow, not an undefined judgment. Look for repeated preparation where your team knows what good work looks like and can explain how to check it.
Stable inputs
Start with information your team already understands: approved notes, a repeatable inquiry format or an agreed meeting record. Define what belongs in the task and what stays out. Consistent inputs make exceptions easier to recognize.
A clear done-state
Describe the useful output before choosing a tool. A structured brief, a routing recommendation and a confirmed action list each have different requirements. Agree on the checks that distinguish usable work from a plausible-looking draft.
An accountable reviewer
Name the person who can confirm facts, resolve uncertainty and authorize the next step. Automation can prepare the material; responsibility stays explicit. If nobody owns the decision today, establish that ownership before accelerating the process.
Public statements, crisis responses and legal judgments need accountable human ownership. AI can organize material and prepare options without inheriting the authority to decide. When the task changes constantly or source information is unreliable, improve the process first.
THE WORK / FROM TASK TO HANDOFF
From useful idea to owned workflow.
Five stages connect the task, its information boundary and the people responsible for the result. Each stage leaves the next owner something concrete to work with.
01 / TEAM + STRATEGIST
Discovery and task map
Trace the current process from input to handoff. Identify repeated preparation, existing checks and the cost of getting it wrong. Turn that understanding into a focused task map and an agreed definition of useful output.
Task map →
02 / SYSTEM OWNER
Data and access boundary
Specify the information needed, approved systems, access permissions and retention choices. Separate permission to read from permission to act. Choose conventional automation where a model adds little value rather than adding complexity for its own sake.
Access boundary →
03 / BUILD + REVIEW TEAM
Prototype and evaluation
Build a scoped prototype around representative task samples. Test routine work, incomplete information and difficult cases. Compare the results with the current process, including review effort and the ability to catch unsupported statements.
Evaluation cases →
04 / NAMED REVIEWER
Human review and failure paths
Make the checkpoint explicit: who reviews, what they check and what happens when an input falls outside the task. Define escalation rules and the context a person needs to resolve a blocked or ambiguous item.
Approval rules →
05 / OPERATING OWNER
Handoff and ongoing checks
Document operation, permissions and change ownership. Walk the team through normal work and exceptions, then agree on maintenance and periodic review. A connected tool changing should trigger a considered check, not an unnoticed change in behavior.
Operating handoff
Your knowledge. A system your team can own.
01 / INPUT →
Source material
Approved notes and an audience question give the brief a defined starting point.
SUPPLIED BY / YOUR TEAM
02 / HUMAN REVIEW →
Editorial judgment
The editor checks facts, voice and the angle. Missing sources return for clarification before the brief moves on.
AUTHORIZED BY / YOUR EDITOR
03 / OUTPUT
A usable brief
A structured brief gives the publishing team context for the next step. Preparation and permission to publish remain separate.
RECEIVED BY / PUBLISHING TEAM
Bring the task and its boundaries.
Share real task samples, approved systems and data sources, a named reviewer and the constraints that matter. Explain where work gets stuck and which decisions must remain with a person. Start with the process rather than sending sensitive records.
Leave with an operating model.
Expect a process map, scoped prototype, evaluation cases, review and escalation rules, and practical training. The maintenance plan makes change ownership clear. These deliverables connect the system to the people responsible for using and improving it.
Speed is useful. Control makes it sustainable.
Access with purpose
Use the least information and access the task needs. Review provider processing, storage and retention before connecting sensitive sources.
Approval before consequence
Keep consequential communication behind human approval. Preparing a draft does not grant permission to publish, send a reply or make a commitment.
Visible recovery
Design for unsupported inputs, observable activity and a clear way to pause or revert. An exception should reach an owner, not disappear into a queue.
FIELD NOTES / PRACTICAL GUIDANCE
Put the workflow in context.
Explore seven communication workflows, from meeting summaries and FAQ extraction to editorial repurposing and inquiry routing. Our guide connects structured assistance with the judgment of the people doing the work.
Practical questions. Clear responsibilities.
Where should we start?
Choose one repeated task with usable source material and a clear reviewer. We map the current process before deciding which preparation is worth automating.
Can we keep our existing tools?
We inspect your systems, available integrations and access requirements first. A new platform is a decision to justify, not a default purchase.
What information should we share?
Begin with the task, its constraints and approved examples. We define processing, access and retention boundaries before introducing confidential information into a connected workflow.
Who reviews the work?
A named person with the relevant knowledge checks the result. Preparation, review and action remain separate permissions, with a clear route for uncertain or sensitive material.
How do we know it is worthwhile?
Compare the trial with your current process. Review effort, output quality, routing errors and exception handling matter alongside speed. Use those findings before expanding the scope.
Who owns it after launch?
Agree on an operating owner, documentation and maintenance responsibilities during scoping. The team needs to know who approves changes and responds when tools or requirements change.