Where it fits01
Six places to start.
Real workflows your customers could finish inside ChatGPT: software, commerce, support, and operations.
Find an account and tee up the next step.
Pull up the right record, see what happened recently, and make one approved update. No piecing the story together across five tabs.
Workflow 0102CommerceCheck an order and sort out a request.
The product, the order, and the policy in one place. Then do what the customer's own permissions already allow.
Workflow 0203OperationsTurn one request into several actions.
One ask can kick off a few small steps, report progress as it goes, and stop for a confirmation wherever a rule says it must.
Workflow 0104SupportSum up the case before anyone replies.
Account history, past messages, and an approved way to fix it, all in one view before someone touches the ticket.
Workflow 0205PublishingPrep a review without publishing by mistake.
Find the draft, gather what it needs, and stop at a clear approval before anything goes public.
Workflow 0306Internal toolsGive a team one clean path through routine work.
Expose the few actions a team actually uses, and keep your records and access rules exactly as they are.
Workflow 03Reference workflows02
Three worked examples.
Each one opens as a full walkthrough: who the customer is, where your product draws the line, where it stops to confirm, and what result you can check at the end.
01 / SaaS
Customer follow-up in ChatGPT
Find one account, suggest the next step, and confirm an update your product owns.
Open the page02 / Commerce
Order support in chat
Read the order and the policy before proposing a refund, a replacement, or a handoff.
Open the page03 / Internal knowledge
A private knowledge helper
Answer only from the documents that person is allowed to see, with sources they can check.
Open the pageWhere this comes from.03
Straight from the official OpenAI and Model Context Protocol documentation.
Model Context Protocol · tools specification
Protocol reference for named, discoverable tools and their input and output contracts.
02OpenAI · Apps SDK
Official guide to MCP servers, tools, authentication, and UI for ChatGPT apps.
03Model Context Protocol · authorization
Protocol reference for authorization responsibilities at the connection boundary.
AI / Second opinion04
Not sure where to start? Ask an AI.
Paste this question into ChatGPT, Claude, or Gemini. It walks you through finding the one task your customers would most want to finish by chatting, instead of clicking through your app.
“I run a software product. Help me identify one high-value workflow my customers could finish inside ChatGPT instead of switching between tabs. Ask me about the product, the user, the action, the data it needs, permissions, and the safest small first release.”
The prompt is copied as a backup. Some AI chats may ask you to paste it after sign-in.
FAQ05
Questions, answered.
Is this just an MCP server?
No. The server is one piece. We do the whole job: we pick the customer task, set who can do what, handle the quirks of each AI chat, make the actions run fast, add monitoring, test it, and ship it.
Do we have to rebuild our product?
Almost never. Our layer sits in front of what your product already does. We start with one small workflow and grow from what works.
Will it work in ChatGPT, Claude, and Gemini?
The same build can serve all three. Each one has its own sign-in, look, approval step, and publishing rules, so we set up and test each one separately.
How do you keep it safe?
Your product decides what is allowed, and we keep that in charge. Every action is spelled out, every input is checked, and the customer sees an approval step before anything happens. Our layer sits beside your product, not inside it.
Where does it run? Does it touch our code?
It runs as a separate service in front of your product. It never goes into your code, and you still own your data.
What does it cost, and how fast?
A first workflow starts at €3,200 and goes live in about 7 days.
Contact us06
Start with one real workflow
From €3,200, live in about 7 days. Anything bigger grows from there.