Custom AI systems for owner-led businesses

Built around the problems your business has.

Every business loses time somewhere different, so we start with yours. Anything that goes out waits for you to send it.

One client's build, recreated. Yours would look different. Fictional data.

Built for each businessYou approve every sendBAA for health practicesInsured · E&O, cyber, general liability
9:00 AM What we do

What we do

The AI is already out there. We pick the right pieces, connect them to the systems you already use, and keep them running.

30 minutes

Conversation

Your business, where the time goes, and whether this is a fit.

Two weeks

Learn how you work

A written map of your week and what's worth building. Yours to keep either way.

Three to six weeks

Build

Built around your schedule and your approvals. Agreements signed first.

Monthly

Run

We watch it, fix what breaks, and change it as the business changes.

What we solve

Start with the problem, not the software. These are problems we've seen at owner-led businesses. Yours might be one of them, or something else.

01

Empty slots

Same-day cancellations and open time show up the moment they happen, with a button to book the slot. Running at a private practice on Jane today.

02

Customers who drift away

In development

Clients who no-showed, went quiet or haven't rebooked, surfaced weekly with a message drafted in your voice. You send it.

03

Inquiries that sit

In development

New inquiries get a drafted reply in your voice. You read it, tweak it if you want, and send it yourself.

04

The one that's yours

The thing eating your week might not be on this list. That's what the first conversation is for. If it's worth building, we'll say how. If it isn't, we'll say that too.

12:30 PM In practice

In practice

One client, one problem, solved for how they work.

Our first client runs a busy practice with no time to watch the schedule all day. Now same-day cancellations and open time show up on one screen the moment they happen, with a button to book the slot in Jane.
About our first client, since 2026 · name withheld
  • Each morningToday's visits and new patients on one screenlive
  • During the dayA visit cancels or moves. It shows up as an open slotlive
  • Right thenBook the slot in Jane, or draft a message in your styleyour call
  • Any timeAsk what's open, by voice or typinglive

A day at the practice, illustrative.

What a build looks like

One example, not the product: what we built for our first client, a private practice. They sign in to a desktop app to see and approve what we run for them. Yours would be shaped around your business.

Today

Your day at a glance

For practices on Jane: today's visits and new patients, open time of 30 minutes or more, and visits cancelled or moved today, with a button to book the slot in Jane.

Reads the schedule. Doesn't change it.
Talk

Ask by voice or typing

What's on today? What opened up? Answers come from your own schedule.

Quick draft

Messages in your style

Say what you want to send and who it's for. The draft opens in your own Gmail or Messages, and you press Send.

Nothing is sent from Impression.
Mac or Windows desktop appTwo-factor sign-in, alwaysA short tour the first time you open itYour own data, kept apart from every other client
3:00 PM Your data

Your data

Built for businesses that handle sensitive information. Here's exactly where it goes, and where it doesn't.

What comes in
Jane schedule
Voice or typing
AWS · covered by BAA

Impression engine

HIPAA-eligible AWS services, under our BAA.

Your own spaceKept apart from every client. Requests across clients refused.
AI draftsFor health clients, AI runs here, under the AWS BAA.
Approval gateDrafts open in your own email or Messages. You press Send.
Access logEvery read and write of stored records, kept six years.
You

Mac or Windows

SendEdit

Only then does it go out.

3:00 PM · The 3:00 cancels in Jane.

The dashed line marks what runs on HIPAA-eligible Amazon Web Services under our signed Business Associate Agreement with AWS. The orange gate is where every draft stops for you. Messages leave only through your own email or Messages, when you press Send.

Where we are today: this setup is live. Health clients sign a BAA with us, and their app and schedule run on it.

A BAA before patient data

Health practices sign a Business Associate Agreement with us before we touch any patient information. We hold one with AWS too.

A person says yes

AI writes drafts. It never sends a message or pays anything on its own, and never makes decisions about your patients or clients.

Never used for training

Your data isn't sold or shared with advertisers. The AI services we use don't train on it, and neither do we.

In development · not part of client accounts

What we're building

Impression is learning to run a computer by voice. We use it to run our own shop every day, on our own computers, well before it goes anywhere near yours.

01

Client data never reaches it

It runs on a separate login that can't open any client account. It won't look at or read a window that mentions a client or patient records.

02

Risky steps wait for a yes

Any command outside a short read-only list shows exactly what will run and waits for a spoken or typed yes. Twenty seconds of silence counts as no. Some things it refuses outright.

03

You see everything it does

An always-on strip shows what it heard and what it did, and every action is written to a log on that computer. Names and outcomes only, never what was typed or what was on screen.

Everything it can do
  • Hold to talk, or just talkHands-free, it hears the end of a sentence and stops when you interrupt.
  • Acts as you speakOpen the browser and then search for something: each part runs the moment you finish saying it.
  • Apps, sites and searchesOpens apps and sites, new tabs, searches, music, volume and zoom.
  • Windows and keysBrings a window forward, snaps it left or right, presses keys and types where it's pointed.
  • Reads a terminalThe last few hundred lines, with passwords and keys scrubbed out.
  • Looks at the screenWhen asked, it looks at the front window to answer a question about it.
  • A yes by voiceSay yes and a waiting step runs. Say no, or nothing, and it doesn't.
RestingACTIVITY
Pick a command below.
Run this command? Say yes or no
brew upgrade
20 s

    The activity strip, in development. Fictional commands.

    5:30 PM FAQ

    FAQ

    Straight answers.

    Is this HIPAA compliant?

    HIPAA compliance is something we do together with your practice. It isn't a badge a vendor can hand you. Our part: we sign a Business Associate Agreement before any patient data is involved, we hold a BAA with Amazon Web Services, and health clients' app and records run on that AWS setup. A BAA doesn't make anyone compliant on its own. It's how the responsibilities get written down.

    Is this off-the-shelf software?

    No. Each build is custom, shaped around how your business already works. The app is how you see and approve what we run for you.

    My problem isn't on your list. Can you help?

    Maybe. Tell us what's eating your week. In the first conversation we'll say whether it's worth building and how, or point you somewhere better if it isn't.

    Do I have to use specific software?

    No. Our first build reads Jane because that's what that practice runs. If you use something else, we'll tell you in the first conversation what we can do with it.

    Does the AI send things on its own?

    No. It drafts. Every email and reminder waits for a person to approve it. That's the design rule for every system we set up.

    Does the app send email for me?

    No. Quick drafts open in your own Gmail or Messages, and you press Send there. Nothing is sent from Impression.

    What do I install?

    Today, builds come with a desktop app for Mac or Windows that we set up with you. Sign-in always asks for a code from your phone, and a short tour walks you through it the first time.

    Who owns my data?

    You do. You can revoke our access any time, and when we stop working together your data is returned or deleted as our agreement says.

    Are you insured?

    Yes. Impression Systems carries professional liability (technology E&O, $1M per claim), cyber liability ($1M), and general liability ($1M per occurrence, $2M aggregate), subject to policy terms. A certificate of insurance is available on request.

    Do I get the voice control?

    Not today. It's in development and runs only on our own computers, on a login that can't open client accounts. If that changes, we'll say so here first.

    Does AI make decisions about my customers?

    No. It doesn't score, screen, or rank people, and it isn't used for decisions about hiring, credit, housing, insurance, healthcare, or legal matters. It writes drafts for you to approve. Read how we use AI.

    Let's talk.

    A 30-minute call about how your business runs and whether a build would help. No pitch deck.

    Email to request a call nick@impressionsystems.co · please don't include personal or account details
    © 2026 Impression Systems LLC · a Nishani Media company

    Impression Systems LLC is not a CPA firm and does not provide accounting, tax, legal or investment advice. AI-assisted drafts are reviewed and approved by a person before use. Examples on this site are illustrative and contain no real personal data.