Reality Systems

Practical AI for business owners and operations teams

Less busywork. More room for what matters.

I help business owners and operations teams turn recurring paperwork, missed follow-ups and unclear handoffs into a practical system their team can use. I start with one costly task, check the tools you already have, then build and test the agreed change.

(425) 375-7793 · Leave a message. I'll call you personally.

Free 20-minute fit conversation.

An illustrative path: a request comes in, the owner is clear, the next step is ready.
One defined task. A responsible owner. A clear review point.

For AEC, PropTech and spatial AI companies

A product to grow.
A partner to help lead it.

I help founders turn construction, spatial data and computer vision expertise into products customers can adopt, integrate and buy.

Alongside hands-on AI implementation, Reality Systems offers fractional product and technology leadership, AWS partner development and enterprise deployment planning.

Explore fractional leadership and consulting

Start with the handoff

Where does the work get stuck?

A useful first project starts with something your team does each week. I look for the handoff that creates extra chasing, checking or re-entry.

An inquiry needs a next step

Give each inquiry a clear owner, the information needed to act and a response a person reviews.

  1. Request received
  2. Owner assigned
  3. Reply reviewed

The office is waiting on the field

Bring notes, photos and job details into a consistent record, with missing information checked before office review.

  1. Field update
  2. Record checked
  3. Office review

Reporting takes another evening

Use approved updates to prepare a draft summary for the manager to check.

  1. Approved updates
  2. Draft summary
  3. Manager review

Illustrative workflows. Client setup and testing required. These examples do not show measured customer results.

Free assessment · No signup

What could a better
workflow give back?

Choose one task. Enter the time it takes today, then explore your own improvement assumptions. See weekly hours and a dollar estimate when you know the costs.

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Use the printable one-task worksheet if the calculator does not load.

Your answers stay in this page. No contact details, account or confidential records are needed. Reloading clears your answers; download your result to keep it. These scenarios are estimates, not measured customer savings.

Open the business workflow assessment on its own page ↗

A useful first step

From a recurring problem to a working routine.

I am your AI ambassador for hire. I help your team choose a useful task, put the agreed change into practice and build confidence through shared review.

  1. 01

    Understand the task

    I follow a permitted example, meet the person who needs the result and check what happens when input is late, incomplete or wrong.

  2. 02

    Agree the smallest useful change

    I check your existing tools first. I agree the inputs, review points, exceptions and evidence that will show whether the change works.

  3. 03

    Build, test and hand over

    I build the agreed scope, test typical and difficult cases, then hand it to a named operator with instructions and a fallback.

Choose the next decision

Start with fit.
Commit with clarity.

The free 20-minute conversation helps us decide whether an assessment is a sensible next step. Implementation is a separate decision.

First paid decision

Business Opportunity Assessment

Examine one operating process, its current baseline and the options for a useful first project.

First paid decision

Construction Operations Assessment

Examine one field-to-office process, the existing tools and the approvals that matter.

Scoped implementation

First Working System

Put one bounded task into practice with agreed review, test cases and operator handoff.

Scoped implementation

Construction / Connected Operations

Scope a connected operational process with specified systems, human approvals and recovery paths.

Optional ongoing guidance

AI Champion Advisory

One team. One active task. Up to 12 all-in service hours per month, including meetings, preparation, reviews, support and documentation.

Choose one track

Internal Champion Mentoring
Help one named employee develop judgment and confidence using the agreed tools.

Fractional AI Lead
Provide practical direction alongside a named client counterpart and sponsor.

New builds, integrations, production engineering and daily queue work require separate scope. Monthly boundaries, billing and cancellation are agreed in writing.

Exact scope and commercial terms are agreed privately before work. Applicable taxes, approved travel, hardware, vendor subscriptions and usage costs are separate. Future implementation scopes can include up to four hours of basic handoff for a primary operator and backup. Existing agreements keep their terms.

One bounded implementation

Get one important workflow working.

The First Working System covers one bounded workflow, with agreed inputs, human review, tests and operator handoff. The written scope names the systems and people involved, inclusions and exclusions, approval points, acceptance owner, fallback and agreed training, support and vendor costs.

Illustrative example: an inquiry becomes organized details and a missing-information check. A person reviews the proposed response before an approved action is recorded. Setup and client testing are required.

Agency partners and embedded delivery

Have a client who needs the workflow figured out?

If you support a business whose tools are in place but whose handoffs still need work, I can discuss a defined engagement. I bring process discovery, practical AI implementation and operator handoff into a client-specific scope. Responsibilities, permissions and commercial terms are agreed before a joint commitment.

Discuss a client need

Leave a message. I'll call you personally.

A useful place to begin

One task.
A guide you can use.

Original prompts, illustrative examples and printable working pages. Free to read and download, with no signup.

Construction and physical operations

From Jobsite to Office

Five AI-assisted paperwork workflows with source checks, human review and clear approval boundaries.

Read or download the free guide

Meet your builder

Your AI ambassador.
A hands-on partner.

Clark Morgan
Founder, Reality Systems

Clark Morgan, founder of Reality Systems

Clark Morgan brings experience across enterprise systems at AWS, product leadership at Matterport, digital-twin partnerships at NavVis and computer-vision programs at Starbucks. Through Reality Systems, he connects business needs, technical systems and practical AI workflows.

I work independently, with a named owner on your side and a defined task we can review together.

Talk through one task

Full professional bio · Explore my work & projects

See the idea

A request.
A review.
A next step.

This 26-second illustration follows a fictional service inquiry. A person reviews the draft, sends the message and schedules the work.

Synthetic examples. Client setup and testing required. The illustration does not demonstrate a connected customer system or a measured result.

Try the free time and cost assessment

Silent illustration with captions. Press play to watch.

Before we talk

A few useful
questions.

Can I keep the software I already use?

Yes. I check the tools and features you already have before recommending a new system. A simpler process or existing feature may be enough.

What can AI help with?

AI can organize details, prepare drafts and flag missing information within an agreed task. People review external messages, financial commitments and consequential decisions. The written scope sets those boundaries.

How do we know whether the change is worthwhile?

I compare a client-specific baseline with the whole new task, including setup, running costs, human review and repair. Recovered capacity does not automatically become cash savings.

What should I bring to the first conversation?

Bring the general task, the tools you use and where work waits or gets repeated. Keep confidential records out of the initial inquiry. The free fit conversation lasts 20 minutes.

Which AI tools do you work with?

I use tools such as Muse for research, working drafts and prototype development. For your business, I start with the software you already use and choose the tools around the task, your permissions and the way your team reviews the work.

One task is enough to start

Tell me about the task you keep chasing.

Start with a free 20-minute fit conversation. I will help you decide whether an assessment is a sensible next step.

Talk through one task

(425) 375-7793
Leave a message. I'll call you personally.