THE BUSINESS APPLICATION / A PRACTICAL FIELD GUIDE
Start with the work. See what AI could change.
A weekly report. An unanswered inquiry. A decision waiting on you. Choose a workflow below to see how I’d scope the first useful version.
These are proposed approaches to adapt to your business. The agency prototype and product links show the work you can inspect today.
PROPOSED WORKFLOW / AGENCIES
A client update with the evidence attached.
A starting point to adapt
Your account lead spends Thursday chasing updates across meetings, documents, and reporting tools. The client still needs a clear account of what changed and what happens next.
01 / THE TRIGGER
Work begins
The agreed weekly reporting window arrives.
02 / THE ASSISTANT
Prepare the next step
Collect approved project updates, identify missing details, and draft a status brief with source links.
03 / THE PERSON
Review and decide
The account lead checks the facts, resolves gaps, and approves the client message.
INPUTS TO AGREE
Approved meeting notes and project updates
Current deliverables, owners, and dates
Agreed performance sources and reporting period
THE OUTPUT
A draft with completed work, open commitments, blockers, and questions to resolve before sending.
THE FIRST PILOT
One account, one reporting cycle, and a comparison against the existing brief. Keep the draft internal while the account lead evaluates it.
WHAT I’D MEASURE
Total preparation and review time, unsupported statements, missing commitments, and reviewer edits.
Support questions, feedback, and open tasks all compete for attention. You need a short view of the people waiting on you and the decisions holding up the work.
01 / THE TRIGGER
Work begins
Your agreed daily review window arrives.
02 / THE ASSISTANT
Prepare the next step
Gather approved updates, group related items, and prepare a short brief with a source and suggested next step for each item.
03 / THE PERSON
Review and decide
You decide what matters, confirm priorities, and take or delegate the next action.
INPUTS TO AGREE
Selected support and customer-feedback sources
Open work with owners and status
Your definition of urgent, blocked, and new
THE OUTPUT
A brief organized around waiting customers, blocked decisions, and meaningful changes.
THE FIRST PILOT
Prepare the brief manually from a single source first. Check several examples before adding scheduled runs or more integrations.
WHAT I’D MEASURE
Important omissions, stale items, time spent reviewing, and whether the brief helps you choose the next action.
Your backlog has useful work, but the steps from a customer question to a well-scoped ticket, implementation, and review keep getting blurred together.
01 / THE TRIGGER
Work begins
A scoped ticket is ready with an expected behavior and acceptance checks.
02 / THE ASSISTANT
Prepare the next step
Read the relevant code and instructions, propose the change, and return a review package with checks and unresolved issues.
03 / THE PERSON
Review and decide
A maintainer checks the diff, verifies the behavior, and decides when the change is ready to release.
INPUTS TO AGREE
The ticket and definition of done
Relevant repository context and constraints
Allowed actions and required verification
THE OUTPUT
A contained change with an explanation, verification evidence, and a clear handoff.
THE FIRST PILOT
Start with a small, reversible improvement. Separate implementation and review responsibilities, then inspect what each agent actually returned.
WHAT I’D MEASURE
Time through review, required rework, missed requirements, and checks that catch real defects.
INTERNAL DOCUMENT ASSISTANTS / A PROPOSED TEST PLAN
An answer needs a source you can check.
An internal knowledge assistant starts with a small, approved document set. Agree on which sources each user may access, who keeps them current, and what happens when the evidence is missing. The fictional tests below show what to check before expanding a pilot.
TEST 01 / NO ANSWER
The date is missing.
A sample onboarding guide names the reviewer but gives no deadline. Ask, “When is this due?” The expected result identifies the missing date and cites what the guide actually says.
Review decision: the process owner supplies the date. A plausible deadline counts as a failed answer.
TEST 02 / SOURCES DISAGREE
Two versions differ.
A current example guide requires account-lead approval. An older checklist says to send immediately. The expected result shows the conflict, source versions, and the question that needs resolving.
Review decision: the owner confirms the applicable instruction and retires or updates the old source.
TEST 03 / ACCESS BOUNDARY
The source is restricted.
An ordinary staff account should not receive information from a manager-only document. Test retrieval and the returned answer using the permissions each pilot user is actually meant to have.
Review decision: any exposed restricted information fails the test. Fix source access before continuing.
Keep an agreed source list with owners and update dates. Recheck representative questions when those documents change, and include verification and corrections in the time comparison. Define the maintenance owner and support scope in the handoff.
OpenClaw is one approach to running agents with connected tools and scheduled work. The business design still starts with the task: what comes in, what the agent prepares, and who decides what happens next.
Each workflow needs the appropriate integrations, access, and testing. I’d prove a small version with representative examples before connecting more sources or adding a schedule.
ClawPort, my open-source dashboard built on OpenClaw, and the OpenClaw Field Kit give you a way to explore the tooling and methods.
A fast draft is one part of the work. Check whether the output is supported, whether the important gaps are visible, and how much review it takes to become useful.
01Can a person verify the important facts?
02Does it handle missing and conflicting information?
03Is total effort better than the current process?
Bring your business questions to a free 30-minute conversation. We’ll talk through where AI may fit, a useful first step, and whether further help makes sense.