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The prototype library

Hiring for a role? We may have built the system already.

Each prototype here is a working system that does the routine part of a job companies advertise. Search by the title in your post, look at the system, and ask for a version customized for your company.

Show me the system

Every one is a demonstration on sample data, and each card says so.

What we doWe do the work companies are trying to hire an AI person for, as an outside team, and you own what we build.

Search

Find the role you are hiring for.

A prototype is real, working software built to show one job being done. It runs on invented people and invented companies.

Some cards play a recording. The others show the steps the system takes.

When you ask, we build a version around your company on sample data, and what we build for you afterwards is yours to own.

Demonstration systems

Every prototype, with the roles it covers.

No prototype matches that title yet. Tell us the role you are hiring for and we will show you the system.

Home and field service companies
Demonstration system, sample data

I lose jobs because I can't pick up the phone while I'm on a job.

Missed call rescue

A call nobody picked up gets a text back in seconds, the job is taken down by text, and an open time is offered and booked.

Covers the role
Demonstration system, sample data

It takes me three days to get a quote out, and by then they've hired someone else.

Quote builder

The job is entered at the house, priced from your own price book as you go, and the quote is on the customer's phone to read and sign before you leave.

Covers the role
Demonstration system, sample data

My dispatcher juggles a whiteboard, three group texts and a calendar, and jobs still get double booked.

Dispatch board

Every crew and every job sit on one board, an urgent job is given to the best placed crew with the reason shown, and each customer whose time moves is told by text.

Covers the role
Demonstration system, sample data

We do great work and forget to ask for the review, and the bad ones sit there unanswered.

Review desk

Marking a job complete sends the review request to every customer, an unhappy reply reaches the owner the same minute, and each review gets a drafted reply for the owner to approve.

Law firms
Demonstration system, sample data

A new client says yes on Monday and the engagement letter goes out Thursday.

Engagement documents

The matter opens from the intake record, the names are checked for conflicts, and the engagement documents are drafted from the firm's own clauses, approved by the attorney and signed on a phone.

Demonstration system, sample data

I spend on five ad channels and cannot tell which one makes the phone ring with real cases.

Call attribution

Each advertising channel rings its own line, every call is followed through to whether it became a signed case, and the cost of a case is shown for each channel.

Demonstration system, sample data

The answer exists somewhere in our documents, and people ask the same three colleagues every day.

Knowledge desk

Staff ask a question in plain words and get the exact passage from the company's own documents, with the source named and restricted documents kept restricted.

Companies hiring an AI or systems role
Demonstration system, sample data

Our shared inbox is where requests go to die. Nobody knows who has what.

Inbox triage

Each message in the shared inbox is read and labelled, a reply is drafted from the company's own notes for a person to approve, and anything the notes do not cover goes to a person.

Demonstration system, sample data

I'm owed money and I hate chasing it, so I don't.

Invoice chase

Each morning every overdue invoice gets its next step, firmer messages wait for the owner's approval, and reminders pause when a customer promises a date or raises a problem.

Covers the role
Demonstration system, sample data

Every Monday someone spends half a day building the same report from four systems, and it is still wrong.

Weekly report

It reads the systems the numbers live in, checks them, and puts the week on one page with how each number was worked out and what changed.

Covers the role
Demonstration system, sample data

We start every new client by chasing the same ten documents by email for three weeks.

Client onboarding

Each new client is asked only for the documents still missing, every upload is checked as it arrives, and staff see who is complete and who has gone quiet.

Insurance agencies
Demonstration system, sample data
  1. Every morning the whole book is checked
  2. A coming renewal becomes a review task
  3. The client note is drafted from the policy record
  4. Certificate requests are prepared and held for a person

Renewals sneak up on us, and certificate requests eat my account managers' days.

Renewal desk

Every morning the whole book is checked, each coming renewal gets a review task and a client note drafted from the policy record, and certificate requests are matched to the policy and held for a person.

Accounting firms
Demonstration system, sample data
  1. Each client gets a checklist
  2. Reminders list only what is still owed
  3. Uploads are identified and checked against the books
  4. Lines that do not match are left for a person

Every month we chase the same clients for the same documents and the close slips a week.

Month end close

Each client gets a checklist and is reminded only of what is still owed, uploaded files are identified, the bank statement is checked against the books, and what does not match is left for a person.

Covers the role
Demonstration system, sample data
  1. A request for a quote is read
  2. Similar past jobs are found
  3. The job is priced from the shop's rates
  4. The estimator approves and the quote is ready

Quote requests sit in an inbox for a week because only one person can price them.

Quote request desk

Each request for a quote is read with every field shown beside its source, similar past jobs are found, and the job is priced from the shop's own rates for the estimator to approve.

Covers the role
Demonstration system, sample data

Patients who cancel never get rebooked, and my front desk has no time to call them.

Front desk

When a patient cancels, a text offers times that are really open, the empty slot is offered to the waitlist, and patients who are overdue for a visit are invited back.

Roles companies advertise that we have no prototype for yet

These titles come from the job posts we read. None of the systems above does these jobs, so we say so. Send the post and we build the first piece of it on sample data.

Outside what we build

Industrial automation engineer

Not work we take on, so there is no prototype to offer.

Outside what we build

AI trainer

Not work we take on, so there is no prototype to offer.

Outside what we build

Cloud infrastructure engineer

Not work we take on, so there is no prototype to offer.

One step

Tell us the role. We will show you the system.

Tell us the role you are hiring for and we will show you the system. A person replies within one business day.

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One reply from a person. If you would rather talk first, call the AI line at (617) 675-9067.