About
AI and MCP specialists, with the deployments to show for it
We build the layer between a business and the AI it wants to use. Nightshift is the product of Sylow Technologies Corporation, and everything on this page is work that exists rather than capability we are claiming.
Why it exists
Most operations already hold the answer. Getting it out is the problem.
The businesses we work with are not short of data. They run real systems that record what happens faithfully. What they lack is a way to ask a question that crosses two of those systems without it costing someone a day.
The usual options are both bad. A reporting tool sits on top of the mess and inherits it. A consultancy builds something bespoke, bills for the discovery, and leaves when the retainer ends.
We also think most AI proposals aim at the wrong number. Cutting cost has a floor; growing revenue does not. Equipped properly, the accountant you already employ covers what used to take five, and that capacity is worth far more pointed at growth than at admin.
We took the middle path: one standard foundation, deployed identically for everybody into their own cloud, with the modeling and the applications configured on top. The engagement is fixed in scope and time because the hard part has already been built.
What we are good at
Stated as things we have shipped
Adjectives are cheap. These are the four claims we can point at work for.
Operationalizing MCP
We build and run Model Context Protocol servers against real customer systems, not demos. Claude Connect is that work as a product.
Warehouses that reconcile
One live deployment reads 36 source tables and about 1.4 million rows into a model that rebuilds in under a minute.
AI that admits when it does not know
On one review, two of five customer-raised issues were the assistant making things up. Fixing that jumped a revenue defect in the queue, and we wrote about it publicly.
Delivery, not just software
Every engagement ends with named people on your side trained to run it, in your cloud account, with a written guide.
How we see it
AI belongs on the top line
This is the view that shapes what we build and what we refuse to sell.
We go after the top line first
Cost cutting has a floor. The numbers worth moving are the ones that decide what you sell, to whom, and at what margin.
Your people get better at their jobs
Give a good accountant the right numbers and they cover ground that used to take a team. Whether that means fewer people is your call. In a growing business it usually means the same people handling more.
Growth is what makes it worth doing
Time saved on admin is a line in a spreadsheet. Time spent on growth compounds.
We measure it and show the workings
Every number you pick gets recorded before we build, then restated at the end of the engagement with the method. What did not move goes in too.
What we believe
Three positions that shape the work
A number nobody can check is worse than no number
Most reporting problems are not missing data. They are two defensible calculations of the same measure, with nothing to say which one to act on. We fix the definition before we build the screen.
The environment should be yours
Holding a customer’s data creates a dependency that has nothing to do with the quality of the work. Running in your account means you keep everything if you stop working with us.
Say when the model is wrong
An assistant that invents a confident answer costs more than one that admits it does not know. We treat fabrication as a defect class with its own priority, not as a quirk of the technology.
Company
Where we are
Sylow Technologies Corporation
Nightshift is the product. Sylow Technologies Corporation is the company behind it.
Pittsburgh, Pennsylvania
Where the company is registered and where delivery is run from.
Ready to start building your AI workforce?
It only takes an hour, no fluff. Meet with a Nightshift engineer to get started.