Custom AI Development

Custom AI solutions for the work only you have

Off-the-shelf software handles the work every business has. It rarely handles the one process that is specific to yours, the one your people run from memory and a spreadsheet.

That is what we build. A custom tool for the one chore your business is alone in having, built inside your own software and handed over to your team.

Rebate-and-Margin Tool

Margin and rebate checks that run every morning inside Epicor P21.

01

When a custom build is the right call

A custom build makes sense when the work is specific enough that no product fits it, valuable enough that doing it by hand costs real money, and rule-bound enough that a tool can do most of it. If those three are true, a build usually pays for itself.

If they are not, the audit will say so. We would rather tell you to buy a product or leave a process alone than sell a build that will not earn its keep.

02

What you get, and what you keep

You get a working tool, not a prototype: it does the same work every day, flags what it is unsure about, and asks a person to approve anything that changes a record. It runs inside the software you already use, in your tenant.

You keep it. We hand it over with training, and there is no per-seat rent and no proprietary platform in the middle. The tool calls an AI model to do the reading, that usage is metered like any cloud service, and we put the monthly number in writing before we start.

03

Proof it works

The closest thing we have to a brochure is the rebate-and-margin tool we built inside Kelsan, a multi-state distributor in our own group. It reads the rebate terms in the distributor’s contracts and checks every line item against them, every day, inside its Epicor P21 ERP. It has surfaced the margin the manual rebate check was missing.

It is one of the production systems we built and run across our own operating companies, by a team of two or three. Every one started as a custom build for a chore we were alone in having.

Proof

In production today

Rebate-and-Margin Tool

Rebate-and-Margin Tool

Margin and rebate checks that run every morning inside Epicor P21.

Runs daily inside Kelsan, a multi-state distributor in our own group.

It started as a custom build for the one chore Kelsan was alone in having, and it has kept surfacing the margin the manual rebate check was missing ever since.

FAQ

Questions

What are custom AI solutions?

Software built for a specific business problem that off-the-shelf products do not solve, using AI for the part that needs to read or judge and ordinary code for the rest. We build them inside the systems you already run and hand them over to your team.

How is a custom build different from buying an AI product?

A product handles the work many businesses share, priced per seat and run in the vendor’s cloud. A custom build handles the one process specific to you, runs in your tenant, and belongs to you when it is done. We will tell you when a product is the better buy.

How do you make sure it is worth building?

Every engagement starts with the AI Capability Audit, a fixed fee agreed before we start. It looks at the actual work, prices the build, and returns a build-or-don’t-build verdict in writing. If the numbers do not work, the verdict is do not build, and you keep the spec.

Start with the audit.

One fixed fee. A build-or-don’t-build verdict in writing.