The AI is being built beside a system nobody wants to touch.

The demo never reaches the system of record, so it never reaches production and the work gets done twice. We plan the upgrade against a date already on your calendar, and say straight whether the data underneath can carry the AI ask.

The order keyed in twice

Order entry, intake and portals, built so the same record stops getting typed into two systems.

The routing rules one person holds

The exceptions, the re-routes and the approvals your team runs from memory, written into software.

The close that waits on one spreadsheet

Integrations and automation so month-end stops waiting on one file and the person who built it.

Why the demo never reaches your system of record

Your AI demoWorks in the room
The legacy layerNobody touches it without a rollback
System of recordNever reached, so nothing ships
What we build

The upgrade runs through the system of record, against a date already on your calendar, so the AI work has something to land on.

The software you bought does not cover the exception.

Your team keys the same order twice. Your dispatcher holds the routing rules in their head. Your month-end close waits on one spreadsheet and the person who built it. That work is the build, and it starts from the process you run today. Nothing gets replaced, and nothing waits on a module your vendor has not written. A VP of Engineering put the constraint plainly: “We cannot build AI on top of a system we are afraid to touch.”

Built so the next engineer can read it

We write it so your own team can change it later, and we name what is load bearing before anyone touches it.

Most teams ship code they know is untested.

Shipping is the start. Tricentis, in 2026, found 60% of organizations knowingly deploy untested code. The software has to fit how your people already work and still be readable by the next engineer after the team that built it moves on.

Readable by the next engineer

We name what is load bearing before anyone touches it, and write it so your own team can change it later.

Tested before your users see it

Rollout planning, release checks and the sign-off, done before your users see it.
82%

of IT leaders name data integration as one of the biggest challenges they face when using AI. The modernization is the AI work.

Salesforce 2026 Connectivity Benchmark Report. 1,050 IT leaders at organizations of 1,000 or more employees across 9 countries, fielded October to November 2025.

We build in the systems you already run

Nothing gets replaced to make room for the new work.

Systems of record

A build that cannot write to the record leaves a person retyping the output by hand.

SAPOracleDynamics 365NetSuiteSalesforceEpicorMajor EHR platformsWMS and TMS platforms

Cloud and data platforms

The build goes where the data already sits, so nothing has to be copied to a second home.

AWSAzureGoogle CloudDatabricksSnowflakeSQL ServerPostgreSQL

Delivery and CI/CD

Your pipeline, your review process, your definition of done.

GitHub ActionsAzure DevOpsGitLabJenkinsDockerKubernetesTerraform

Testing and performance

Proven under load before your users find the limit.

Tricentis NeoLoadJMeterSeleniumPlaywrightCypressLoadRunnerSAP performance testing

These are platforms and tools we build in. None of it is a partnership claim.

Questions about custom builds

Why build when we could buy something?

Buy where the market covers the work. A build earns its place where your process has an exception the product has no field for, and where the workaround has become a spreadsheet somebody maintains by hand.

What happens to the code after handoff?

It goes to your repo with the tests and the documentation, and a named engineer walks your team through it. Whether the next engineer can read it is decided while the code is being written. Handoff is too late to add it.

Can you work in our stack and our process?

Yes. Our engineers work in your repo, your ticket system and your review process. If your stack has a constraint that rules us out, we will say so on the first call.

Bring the process that breaks

Bring the process that breaks. We scope the first piece with a number on it, build it against your real workflow, and stay while your team starts using it. Not for anyone already on current platforms with clean systems of record.
The first piece scoped, with a number on it
Built against the workflow your team runs today
We stay while your team adopts it, guiding the change that comes with it