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.

What would your version look like?

Map the inputs, the person who owns the result, and the checks before choosing the tools.

PROPOSED WORKFLOW / SERVICE BUSINESSES

Give the next inquiry a clear next step.

A starting point to adapt

A new inquiry arrives without enough information to quote the job. Someone has to work out what is missing, draft a reply, and remember to follow up.

01 / THE TRIGGER

Work begins

An inquiry reaches an approved inbox or CRM queue.

02 / THE ASSISTANT

Prepare the next step

Organize the request, flag missing job details, and prepare a follow-up draft from the business’s approved questions.

03 / THE PERSON

Review and decide

The owner confirms the questions, checks availability, and sends the reply.

INPUTS TO AGREE

  • The customer’s inquiry and supplied attachments
  • A checklist of details needed for a quote
  • Approved service information and response examples

THE OUTPUT

A review queue showing the request, the missing details, and a suggested next reply.

THE FIRST PILOT

Use a small set of past inquiries you have permission to test. Compare drafts with how your team handled them.

WHAT I’D MEASURE

Time to prepare a usable reply, missed questions, correction effort, and inquiries waiting without an owner.

What would your version look like?

Map the inputs, the person who owns the result, and the checks before choosing the tools.

PROPOSED WORKFLOW / SERVICE TEAMS

Find the answer and the source behind it.

A starting point to adapt

The team keeps asking the same questions, but the answer lives across process documents, meeting notes, and the person who happens to remember.

01 / THE TRIGGER

Work begins

A team member asks a question within the agreed topic.

02 / THE ASSISTANT

Prepare the next step

Look in approved sources and prepare a concise answer with references and any unresolved conflicts.

03 / THE PERSON

Review and decide

The team member checks the cited material. The process owner settles conflicting or outdated guidance.

INPUTS TO AGREE

  • A small set of current, approved documents
  • Document owners and update dates
  • The questions the assistant is meant to answer

THE OUTPUT

An answer tied to the relevant source, with a clear gap when the evidence is incomplete.

THE FIRST PILOT

Choose one internal process. Test common questions, a question with no answer, and a case where two documents disagree.

WHAT I’D MEASURE

Source support, correct answers, appropriate uncertainty, and time spent checking or correcting each response.

What would your version look like?

Map the inputs, the person who owns the result, and the checks before choosing the tools.

PROPOSED WORKFLOW / FOUNDERS

Start with the decisions that need you.

A starting point to adapt

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.

What would your version look like?

Map the inputs, the person who owns the result, and the checks before choosing the tools.

PROPOSED WORKFLOW / EXPERTS & FOUNDERS

Turn one expert decision into a useful product.

A starting point to adapt

You have a repeatable method people value. The opportunity is to make one part of it usable beyond a live call, with feedback someone can act on.

01 / THE TRIGGER

Work begins

A user brings a specific input for review.

02 / THE ASSISTANT

Prepare the next step

Apply the expert’s agreed criteria and return focused feedback or a draft tied to those criteria.

03 / THE PERSON

Review and decide

The user checks the result and decides what to change. The expert evaluates whether the tool reflects the method.

INPUTS TO AGREE

  • One defined audience and use case
  • The expert’s criteria and representative examples
  • A clear definition of useful feedback

THE OUTPUT

A focused first interaction that gives the user a clearer next decision.

THE FIRST PILOT

Choose one input and one feedback loop. Ask potential users to try it and observe where the explanation or interaction breaks down.

WHAT I’D MEASURE

Whether users understand the feedback, act on it, and can identify where it is incomplete or unhelpful.

What would your version look like?

Map the inputs, the person who owns the result, and the checks before choosing the tools.

PROPOSED WORKFLOW / SOFTWARE TEAMS

Move a clear ticket into a reviewable change.

A starting point to adapt

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.

What would your version look like?

Map the inputs, the person who owns the result, and the checks before choosing the tools.

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.

WHERE OPENCLAW FITS

A system around
the workflow.

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.

BEFORE YOU EXPAND THE PILOT

Check the whole job.

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?

Use the free pilot scorecard

Minnesota roots. A practical next step.

Let’s make
AI useful.

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.

Book a free AI consultation See ways to work together