Looking for a way to get a clear report on contract renewals out of your CRM, one that tells you each month who to call? The data is almost never the problem. The end date is sitting right there in the CRM. Nobody looks at it in time, and meanwhile the customer quietly leaves.
The work nobody wants
Picture a small service company: IT management, lift maintenance, bookkeeping, equipment rental. Most of the revenue rests on contracts that run for a year and then need renewing. Every customer record in the CRM has an end date. The CRM just won't tell you about it on its own. You have to go and find it.
So every so often someone opens the company list, filters for contracts ending in the next three months, exports them to a spreadsheet and checks each one by hand: when did we last speak to them, did they file three complaints in a row, do they pay on time. With twenty contracts that takes an afternoon. With eighty, nobody does it, and the renewal gets handled when the customer writes to say they're leaving.
The contract didn't end over price. It ended because our first call in a year came a week after they'd signed somewhere else.
— A familiar sales story, abridged
What a “connected CRM” actually means
Claude is a language model made by Anthropic. It reads, summarises and writes clearly. On its own it cannot see into your CRM, and that is a good thing. To help, it needs a bridge: a small program called an MCP server. MCP (Model Context Protocol) is an open standard that lets Claude talk to other systems safely.
Think of it as an assistant who walks into the archive with your own access badge. Where you may go, it may go. Where you may not, neither can it. The MCP server signs in as the individual salesperson, so Claude sees only their customers and their contracts. Nothing gets copied and no shadow spreadsheets appear. Claude looks, summarises, and at the start of the month a short brief is waiting.
Concretely: the CRM you already run, say Raynet
Nothing changes about where the data lives. Czech companies commonly run Raynet, HubSpot or Pipedrive and invoice in Pohoda or Fakturoid. All of that stays. What gets added is a bridge that can read from those places. For a company with around a hundred active contracts, that could mean each salesperson starts the month with a finished brief instead of an afternoon of digging (a rough illustration, not a measurement).
- Finds contracts ending in the next 30, 60 and 90 days and sorts them by date.
- Adds a short history to each: how long the customer has been with you, what they bought, when you last spoke.
- Flags warning signs: open complaints, overdue invoices, silence longer than six months.
- Suggests who to start with, and says why in one sentence.
- Drafts a first email that the salesperson edits and sends themselves.
What it might look like: a small firm in Olomouc looks after IT for forty offices. The owner is also the only salesperson. On the first Monday of the month he opens the brief and sees three contracts ending in March. One carries a note that the customer had two printer outages in January and the complaint is still open. He calls there first, and not because he happened to remember. (An illustrative example, not a real customer.)
What Claude won't do with renewals, and why that's good
Claude doesn't send anything to customers, doesn't change prices in the CRM and doesn't promise discounts. By default the bridge has read-only access. The brief is input, not a decision. Whether a long-standing customer gets better terms, or whether it's time to let a difficult one go, is judged by the person who knows them.
That boundary is exactly why you can trust the brief. When you know Claude only reads and summarises, you don't have to wonder what it did in the CRM behind your back. Every request is written to an audit log, so you can always check who saw what and when. And renewals are worth watching closely: a well-known Bain & Company analysis found that raising customer retention by 5 percent lifts profit by 25 to 95 percent.
What it would take
No year-long project. First we look together at where your contract data sits and how it's marked in the CRM. Then we build one MCP server for the CRM, and a second for invoicing if needed, and deploy it on your own cloud. It signs in with each user's identity, so there are no new permissions to manage. The monthly brief goes into the skills library, so every salesperson works from the same version.
What's left
The model is not the bottleneck. Claude can write a clear brief today. The bottleneck is the gap between Claude and the data your company already has, sitting unread in the CRM. That gap is what we close.
If renewals keep slipping through your fingers, write to us. A short call is enough to find out where your contract data lives and how soon the first brief could be on your desk.