Extend, Don't Replace

Every existing app gets a wrapper as an MCP server that sits in front of it, not rebuilt underneath. Scheduling, bookkeeping, a supplier portal or a ticket system each keep their own users, their own database and their own interface. Microsoft 365 counts among them like any other application in the company, with no special role and no project of its own.

Ready for Daily Use

Every connected app is prepared for daily operation, not just demoed once. Known problems are already solved before they show up for you: an expired login, an account without permission, an answer arriving too late. That means questions about appointments, invoices or customer data get a reliable answer, every day.

Answers, Wherever You Are

Whether at a desk in the office or on a phone on the way somewhere: your team asks the question right where it comes up, and gets the answer pulled together from every connected app. Nothing is saved or changed automatically. A person always reviews and confirms a suggestion on screen before anything is carried through.
Keeps running as-is
your logins, screens and daily habits stay exactly the same
Data stays put
your business data keeps living exactly where it already sits
Your click decides
a suggestion waits for your click before anything is saved
Sign-in protected
every credential stays safe behind its own Microsoft sign-in

Extended, Ready for Daily Use, Reachable Anywhere

Extend, Don't Replace 3 steps
01

Your Apps Stay Exactly as They Are

Scheduling, bookkeeping, a supplier portal or a ticket system stay unchanged: same login, same data, same way of working. The AI simply gets access to it as well, without anything being rebuilt or reconfigured. That is where every project starts: with what is already running.
02

The Specialist Programs Are Included Too

The programs that have no ready-made solution, like a homegrown scheduling list or an industry-specific package, get included the same way. Receipts, tax figures, contacts and appointments can then be asked for in plain language, with no separate login for the AI. Microsoft 365 counts the same as any other app.
03

Reports as an Answer, Not as Clicking Through

Numbers like yesterday's visitors, the strongest pages or current revenue arrive as an answer in a normal conversation, instead of somebody opening a dashboard first. Nothing changes as a result: reports stay pure information, never a change to any setting.
Ready for Daily Use 3 steps
04

Every App Comes With Clear Instructions

An app is not just connected once, it also gets written instructions for when and how it gets used. That way anyone on the team can see what the AI does in which situation, instead of relying on a one-off demonstration. That is exactly what separates a lasting solution from a demo.
05

Known Mistakes Are Already Fixed

Small mistakes nobody writes down cause the most damage, because they keep repeating. Two of them are now set as a fixed rule: an incomplete update would otherwise delete entries by accident, and an existing entry cannot simply be overwritten. Both happened once and have been permanently fixed since.
06

Fully Tested Before Access Even Exists

Setup does not have to wait for an access authorisation to arrive from somewhere else, because that waiting is usually what costs the most time. The new feature is built, tested and reviewed in full first, using placeholder data instead of real access. Only afterwards does the same solution go live, once access is in place.
A Person Confirms Every Change 2 steps
07

A Person Confirms Before Anything Is Saved

The AI is never allowed to change anything in a live system by itself, and that stays true on purpose. It shows a suggestion, and a person confirms it with a click before it is carried out. A whole month of scheduling from a spreadsheet, for instance, is proposed in full and only saved after it has been checked on screen.
08

Access Details Stay Protected

Passwords and access keys appear in no instructions and in no template that somebody could accidentally pass on. Only the name of the protected file that holds them is named, never the value itself. Access to it is additionally secured with its own Microsoft sign-in.
Answers, Wherever You Are 2 steps
09

What Stays Out Is Named First

A list that promises everything is why nobody believes any of it, so what is deliberately left out comes first. Reports stay pure information, and settings are still changed by a person in the relevant app. Detail work like video editing or blurring faces stays entirely in the usual software.
10

The First App Costs Time, Every Next One Costs Less

The first connection always costs more time than expected, which is why the fourth one often never gets built. Moving a domain the first time cost a week of research. Today that has become a fixed sequence that can be repeated in a few hours, without doing the research again.

Frequently Asked Questions

Does anything we already run have to go before this works?
No. A connector is a layer sitting in front of a system, speaking to the interface that system already exposes, so the people who use it keep their logins, their screens and their working habits untouched. Adding one changes neither how the system is licensed nor who administers it, and the vendor relationship behind it stays out of the conversation. The honest test is removal: switch the connector off and every system carries on exactly as before.
Where does the money actually go once the connectors are live?
Three measurable lines, and none of them is a surprise. Model usage is captured per call as structured logs, so spend per run is inspectable after the fact rather than estimated. Hosting is containers on a box already paid for monthly. API quotas are arithmetic, not guesswork: a publishing API allows 10,000 units a day with an upload costing 1,600, so the ceiling is known before anything is built rather than discovered at it.
Does connecting these systems copy our data anywhere?
The business data stays in the systems that already hold it, because nothing is copied into a new platform to make a connector work. The integration layer runs as containers on a box under our own operation rather than on a vendor platform, and it keeps no store of its own to fall out of step. Microsoft 365 content stays in your tenant. Where the hosting concept has to be EU-hosted, the compliance pass settles that per service before anything is connected.
What happens when the person who set it up is not available?
Availability was never the dependency here. Every automation is checked into the repository next to the system it operates, so it is found where the work happens rather than in somebody's private notes, and it is versioned, so what changed and who changed it is visible. Credentials never sit inside it, only the name of the git-ignored file that holds them. A colleague, or a fresh agent session, runs the identical steps and gets the identical result.
What is MCP, exactly?
MCP stands for Model Context Protocol, an open standard that describes an existing program or data source to the AI as a tool. An internal program or industry software is connected to the AI through it, in the terms the office already uses. The program itself stays unchanged, the AI just gets an additional way in.
Is an MCP connection difficult to set up?
The first connection typically costs more time than expected, because the questions are settled for the first time. Every further app connects faster afterwards, because the same approach gets reused. Each connection is also fully built and tested before actual access to the system is granted, and the existing program stays unchanged throughout.