// precision & discrete manufacturing · 25–150 employees
Tell us what's stuck.
The spreadsheet that reconciles two systems. The integration that never happened. The AI initiative that stalled the moment it needed real operational data. Describe it in your own words — that is the whole ask.
Michael reads every one and replies personally. No deck, no discovery invoice.
// received
It came straight to Michael.
No sales sequence starts here. Michael reads what you sent and replies personally with a straight opinion: whether it is worth fixing, roughly what fixing it involves, and whether we are the right ones to do it.
reference
A confirmation email carrying this reference is on its way. No confirmation within a few minutes? Send that reference to [email protected] — the request is recorded on our side either way.
Prefer to talk it through? Book a short call →// what happens next
Three steps, no surprises
step 01
Michael reads it and replies
Personally, not through a sales sequence. You get a straight opinion: whether the thing everyone works around is worth fixing, roughly what fixing it involves, and whether we are the right ones to do it. If the honest answer is "change a process, not the software," you get that answer instead.
step 02
A short call, if it is worth one
Thirty minutes on your operation, not our services. Bring the name of the workflow that breaks most often, roughly how many people touch it, and what your ERP is. We do not need a requirements document, and we will not ask you to write one.
step 03
A written scope with a fixed outcome
A named workflow, a baseline, a measurable result, access to the systems involved, an owner on your side, and a defined production handoff. Priced before we start. If the fix cannot pay for itself, we tell you not to buy it.
// what we take on
Ownership of a difficult outcome
01 · operational ai & integration
Operational AI & Integration
Production implementation across the systems you already run. A named workflow, a baseline, a measurable result, and a defined production handoff — whether the fix is integration, automation, or AI that finally has access to trustworthy operational data.
02 · system rescue & modernization
System Rescue & Modernization
We take technical ownership of systems that have become business problems: the inherited application, the integration nobody understands anymore, the failing pipeline, the prototype that now has to run in production, the old system blocking everything behind it.
03 · managed operations
Managed Operations
After launch, we operate what we implemented: monitoring, failure handling, AI-agent oversight, integration health, workflow updates, security patches, and operational reporting — continuously improved against a service level, not handed off and forgotten.
// what this is not
- Marketing websites and consumer apps
- Staff augmentation and bodies-on-a-bench
- Generic AI ideation, chatbots, and strategy decks
- Startup MVPs
- Cheap offshore-equivalent development
- Full ERP replacement
// unsure which side you land on? send it anyway — the reply is a straight answer either way
// the finished work