Agentic AI implementation
Every business has loose ends. We tie them up.
LooseEnds AI builds AI agents that do the work. Quoting. Invoicing. Scheduling. The follow-ups nobody got to. Built for companies where five people hold everything together by remembering things, and no AI department is coming to save them.
The gap, in numbers
Most businesses are behind on AI. That gap is the opportunity.
Two things are true at once. Most businesses have barely started, and the ones that deploy AI into real work get paid for it. The distance between those two facts is where we work.
of U.S. businesses used AI in their operations across recent Census Bureau surveys. Four in five have not started in any real way.
Source: U.S. Census Bureau, Business Trends and Outlook Survey, Dec 2025 to May 2026
AI use at companies with 250 or more employees, set against the smallest firms. Larger companies have a department for figuring this out. Smaller ones have the owner, at night.
of small businesses that use AI have it built into their core operations. 76% use the tools. The rest are still experimenting at the edges.
Source: Goldman Sachs 10,000 Small Businesses Voices survey, 1,256 owners, Feb 2026
average return for every $1 organizations spent on generative AI, across 3,476 organizations surveyed by IDC. Leaders averaged $10.30.
Source: IDC, 2024 Business Opportunity of AI, sponsored by Microsoft. A vendor-funded study, cited with the label on.
Trying an AI tool at lunch is a long way from an agent doing the work at 2 a.m. Deployment is the whole game, and deployment is a build project. That is what we sell, at published prices, starting at $2,500.
The problem
The list never gets to the bottom.
An inquiry lands on a Tuesday. A customer asking for a price. A patient asking to reschedule. A tenant reporting a leak. A client waiting on a document only one person knows how to produce. Somebody means to answer that afternoon. The afternoon fills up. The reply goes out Thursday, careful and correct, two days after the customer went with whoever answered on Tuesday.
Run a business of a few dozen to a couple hundred people and some version of that is your whole week. Quotes and estimates waiting on one person's memory. Invoices nobody chased. Intake forms retyped into a second system. A schedule that lives on a whiteboard, or in one dispatcher's head. Follow-ups that happened only when someone remembered. None of it is anybody's fault. It is work that never turns urgent until it turns expensive.
Hiring rarely fixes it. The work is too irregular to staff and too important to drop. What fixes it is an agent that does the task itself, at 2 a.m., the same way every time.
Run your own numbers
What does one slow workflow cost you?
Three numbers. Yours, not ours. Pick the workflow that eats your week.
Simple multiplication, no benchmark voodoo. It leaves out the work you lose to slow replies, which is usually the bigger number. An agent drafts in minutes and your person just approves. The same math runs on invoicing, intake, scheduling, and follow-up. Score your other workflows →
What we build
Workers, not chatbots
An agent takes a job off your plate completely. It reads the input, does the steps, produces the output, and flags you only when something looks wrong.
Follow-up agents
Every inquiry answered in minutes. Every quote, estimate, and proposal chased until it closes or dies. Answering within the hour makes a lead about 7 times more likely to qualify (Harvard Business Review, 2011).
Scheduling agents
Crews, routes, appointments, calendars. When something changes at 6 a.m., the schedule changes with it, and everyone gets told.
Document agents
Invoices, forms, applications, records. Read, entered, matched. Nobody retypes them.
Document processing →Quoting agents
Read the request, check what you have on hand, draft the quote or estimate in minutes.
RFQ quote automation →Forecasting agents
Watch demand and tell purchasing or staffing what is coming, while there is still time to act.
Demand forecasting →Vision QC agents
Camera inspection on every part, for operations that make or move physical product.
Vision quality control →Who this is for: Midwest businesses that run on people remembering things. Distributors and manufacturers, yes, and also contractors, clinics, law and accounting firms, agencies, property managers, home service companies, wholesalers. If your week disappears into inboxes, documents, and schedules, you are who we built this for.
Offers, priced on the page
Start small. Prove it. Then talk.
Most AI firms want a discovery call before they'll discuss money. Our prices are below. The first step costs $2,500 and takes two weeks.
Quick Win
One workflow, automated. Fixed scope, agreed before we start. In two weeks you'll know exactly what an agent does for your business, because one will be doing it.
Opportunity Audit
We map your workflows and rank them by what automation is actually worth, in dollars, with the math shown. The plan is yours to keep whether you hire us or not. Most people start here when they have five candidate workflows and no idea which one pays first.
Pilot Build
A full agent on a serious workflow, measured against a number we agree on before building. If it misses, you know in weeks.
Managed Operations
We run the agents after they prove themselves. Monitoring, fixes, improvements, model bills included. Your team just uses the output.
Not sure which workflow to start with? That's what the free worksheet is for. Five minutes, twelve questions, and your workflows come back ranked.
How it works
Three steps, and you'll see the math at each one
Audit
We find where automation pays in your operation and rank it in dollars. Two weeks.
Pilot
One agent, built and run on your real workflow, judged against the audit's number. Six to eight weeks.
Run
It works, so we keep it working. You get back to the business you actually run.
Why us
Decks are easy. Working agents are not.
Most AI consultancies sell strategy. We build the thing and stand behind its numbers.
Our founder built real-time bidding systems from scratch. Software that makes millions of decisions a day, holds patents in real-time assembly, and ran in 66 countries. A quoting backlog is not a hard problem for that background. It's Tuesday.
Proof you can check today: this website. The chat in the corner is a working agent. It asks the questions a good salesperson would ask, scores the answers, and routes serious inquiries to a human. The worksheet scores six of your workflows with no one from our side touching it. LooseEnds runs on agents because that is the product, and the numbers from running this company that way go into our content as we publish it.
Proof we will not fake: we are a new firm and we say so. There are no borrowed logos and no case studies from other people's clients on this page. What you get instead is a $2,500 fixed-price first step with a result you can measure, and pilot builds judged against a number agreed in writing before we start. Our clients' results will replace the industry studies above as we earn them.
Straight answers
Questions every owner asks
Do I need technical staff?
No. That's rather the point. We build it, we run it, you use the output.
How much does it cost?
Quick Win $2,500. Opportunity Audit $10,000. Pilot Builds $30,000 to $60,000. Managed Operations $8,000 to $12,000 a month. All of it is on this page, which is more than most firms will tell you after three calls.
What does it cost to run month to month?
Model and infrastructure costs sit inside Managed Operations pricing. No separate cloud bill shows up addressed to you.
What if it doesn't work?
Then you find out fast and cheap. Pilots carry a success metric agreed in writing before we build, and the Quick Win exists precisely so your first test costs $2,500, not $250,000.
Is my data safe?
Your data stays yours. Agents can run inside your environment if you prefer, and nothing you give us trains public models.
How fast can we start?
Audits start within two weeks of signing. Pilots start the week after your audit readout.
Get started
Stop losing money to loose ends.
Tell us which workflow eats your week. You'll hear back within one business day, with next steps or a straight answer that we're not the right fit. Both happen.
Based in Chicago. Most work happens over video with companies across the Midwest, and on site when it matters.
Start with an email
One short paragraph is plenty: who you are, and which workflow eats your week. It lands in a real inbox, read by a person.
Email [email protected]Not ready to talk? Run the free worksheet first. Four minutes, and you'll have a number to bring to the conversation.