AI implementation for operating businesses

Every business leaks.We find where, then build the thing that stops it.

We map how your operation actually runs, find the bottlenecks, the double-handling and the quiet revenue leakage, and build AI systems around exactly how your people work. Not software you use 10% of. Software that gets used all day.

Book a call See how it works
You leave with the three places we would look first. Whether or not we work together.
Share of the software your team actually uses
Built around the exact situations your team meets. Anything unused gets removed.
100%
of what you pay for, in daily use
unbilled field workjobs re-keyed into three systemsclaims denied for a rule nobody wrote downthe schedule that lives in one headthe same phone question, forty times a daymargin you learn about three weeks latethe portal someone checks by hand every morningthe spreadsheet only two people understand unbilled field workjobs re-keyed into three systemsclaims denied for a rule nobody wrote downthe schedule that lives in one headthe same phone question, forty times a daymargin you learn about three weeks latethe portal someone checks by hand every morningthe spreadsheet only two people understand

The enterprise tool was built for the median customer. You are not the median customer.

Most companies pay for a platform, use a tenth of it, and bend their process around the rest. The dispatcher keeps the real schedule in her head. The billing team keeps the rules that prevent denials in a spreadsheet. The owner finds out what a job actually made three weeks later, if at all.

That gap between what the software does and what the work needs is where the money leaks. We close it by building the system the other way round: from the work outward.

What we look for

Three questions we can usually answer in the first two weeks.

Where is the bottleneck?

The one person, inbox or portal everything waits on. We trace a single order from first contact to cash and time every handoff.

Where is the leakage?

Work done and never billed. Claims denied for rules nobody wrote down. Field add-ons that never reach the P&L. We put a dollar figure on each.

What should a person never do twice?

Re-keying the same job into three systems. Answering the same phone question forty times a day. Those become the first things we build.

Principles

Four things we will not compromise on.

They are why the systems get used, and why they are still in use a year later.

01

Leadership decides what gets built. In plain English.

Before anything is written, you and we agree, in your words, on what the system will do and what it will refuse to do. No tool, agent or developer makes a decision about your business on your behalf.

02

What lives in someone's head moves into the system.

The dispatcher's rules of thumb, the biller's payer quirks, the reasons behind every exception. We capture them once, in writing, and the system keeps them current. They stay when people leave, and new hires inherit them on day one.

03

Built from the work outward.

Your vocabulary, your short codes, your job types. Nothing ships that someone in your building has not used on a real Tuesday. Anything that goes unused gets removed, not left as a menu item.

04

You own it. All of it.

The code, the data, the accounts it runs in. Every decision the system makes is traceable to the rule and the person who set it. If we disappeared tomorrow, it would keep running.

How it works

Diagnose. Build. Stay.

Fixed scope at every step. You can stop after the diagnostic and keep the map.

01

Diagnose

Two weeks · fixed fee

We sit inside your operation. We shadow the people doing the work, read the mailboxes and the spreadsheets, and follow real jobs end to end. You get a written map of where time and money leak, ranked by dollar value, and a recommendation for what to build first.

02

Build

Four to eight weeks

The smallest system that closes the biggest leak, built around the tools you already pay for. Your team uses it from the first week, and it changes shape as they do.

03

Stay

Monthly · cancel any time

Every exception, every denial, every new edge case feeds back into the system. You own the code and the data. We keep it sharp.

Recent work

Two businesses, two leaks, two systems built from the work outward.

Final Mile · delivery and installation for national retailers

Jobs came in from several retailer systems. The schedule lived in one person's head.

Extra work done in the field rarely made it onto the invoice, and nobody knew what a job had actually earned until weeks later.

Built: one platform that syncs scheduled jobs from every retailer, maps them, and builds each crew's route for the day with best-route options. A profit view that shows what every job and every day earned. Inbound and outbound phone agents that handle customer calls and confirmations, and pass anything sensitive to a person.

Hours a day
of manual re-entry, gone
Same day
job profit known, not weeks later
Physician billing · multi-state

Claims were being denied for rules that lived in spreadsheets and in people's heads.

Every denial was a lesson learned once and lost. Insurer policy changes arrived late or not at all.

Built: a system that checks every claim against the insurer's requirements before it goes out. When a claim is denied, the reason becomes a proposed rule that a person approves once, so the same denial never happens twice. Published Medicare policy loads in on its own.

Before submission
is where denials get caught now
In the system
is where the rules live, not in heads
Why built, not bought

What changes when the software is shaped to the work.

Enterprise platformBuilt for you
Capabilities in daily useRoughly one in tenAll of them. Anything unused gets removed.
Shaped aroundThe median customerThe person doing the job on Tuesday
VocabularyTheirs. Your team learns it.Yours. Your short codes, your job types, your names for things.
Who decides what it doesTheir product roadmapYou, in plain English, before anything is built
Institutional knowledgeStill in people's headsCaptured once, kept current, survives turnover
A change you needA feature request on a roadmapUsually the same week
Your dataIn their tenant, on their termsIn your accounts. You own the code.
A good fit

Operating businesses where the work is real and the software has never quite fit.

Field services, billing and back-office operations, distribution, multi-location trades. Owners who can say in one sentence where the money goes, and want to stop it going there.

Probably not a fit

If what you want is a chatbot on the website.

Or a tool nobody has to change anything for. Our systems ask something of the team that uses them, and pay it back many times over. If that is not the deal you want, we will say so on the call.

The next step

Thirty minutes. No prep, no deck. You do most of the talking.

We ask how the business runs day to day. You leave with the three places we would look first, in writing, whether or not we work together.

Book a call
Or send us a message and a person will reply.
WorkShaped· AI implementation for operating businesses
workshaped.com · New York · Miami