Add call center appointments to the CRM

The same pile every morning

This use case isn't from a brochure. We use it ourselves. An external call center schedules demos for our sales team. Each scheduled meeting arrives as an order with the company name, contact, phone number, assigned salesperson, and notes taken during the call. We get ten to thirty a day.

Before a request becomes a meeting on a salesperson's calendar, it needs a client record and sales opportunity in the CRM, an attached call recording, an event at the right time, and an entry in the list used to prepare demos. An experienced person can do this in five minutes per meeting. For 30 requests, that is two and a half hours of focused work, with no room for errors in the company ID, date, or salesperson's name.

“It's not hard work. It's work no one wants to do carefully thirty times in a row.”

That's where an agent can help. It can't do anything a person can't. It simply handles the first order and the thirtieth with the same care. For each one, it checks that what it entered is actually in the system.

What goes into a single order

At first, it looks like just a few fields. But every order involves six separate records across four systems, even when everything goes smoothly.

The operator’s note is the most valuable part, but also the least reliable. It includes the meeting time, the product the client is interested in, and context from the call. It may also include earlier attempts to schedule a meeting, old meeting times, and typos. The Chetty AI agent must pull out the key details and keep the rest as context for the salesperson.

What the agent does, step by step

The agent goes through the entire process separately for each order. It does not process orders in batches, so an error with one order never stops or repeats the others.

1. Loads new orders. It pulls the day's orders from the call center and filters out any it has already processed.
2. Cleans up the data. It pads the company ID to eight digits, converts the phone number to international format, and standardizes the email address.
3. Finds or creates a customer record. It uses an existing client in the CRM only when the company ID matches exactly. Otherwise, it creates a new record and assigns it to the salesperson.
4. Adds data from ARES. It adds the verified name, registered address, legal form, VAT ID, data mailbox, and registry file number.
5. Creates a sales opportunity. In the Meeting stage, with call center as the source, contact details, and the name of the operator who scheduled the meeting.
6. Attaches the call recording. It finds the right call from that day and uploads it to the case.
7. Sets a date and time. It takes the date from the order and the time from the note. It ignores old dates in the history.
8. Schedules a meeting. A one-hour meeting linked to the client and case, with the right sales rep assigned as owner.
9. Checks what it entered. Retrieves the meeting and checks the client, case, owner, scheduled time, and attendees.
10. Finds the client’s website. From the client record, a note, or public sources. Never from an email.
11. Adds an entry to the appointment list. The app used to prepare demos receives the client, website, date, and salesperson.
12. Completes the order. In the call center, sets the status to Meeting created and records what resulted from the order.

The steps depend on whether the company is new or an existing client in the CRM who has rescheduled. For an existing client, the agent never creates a new case. It adds the new record to the existing case and leaves the original description unchanged, so the sales rep can see the full history.

Where people make mistakes and how the agent handles them

A call center operator handles dozens of calls a day and takes notes while speaking. Errors in requests are not a sign of poor work; they are part of the process. What matters is whether an error reaches the CRM or gets caught at the start.

The basic rule is: prove a match, do not guess. Use an existing client record based on the company ID only when it matches exactly. Full-text search helps find possible matches, but does not prove they are the same company. If the Chetty AI agent cannot decide with confidence, it takes no action and asks.

When it stops and asks

Automation that guesses when something is unclear is worse than no automation. That is why the agent has clear rules for when to pause work on a specific order and hand it to a person. It does not show an error message. It asks a question with specific options that a person can answer with one click.

The agent asks for help when the company ID conflicts with the company name, the meeting time is unclear, two records could match, or it cannot verify the client's official website. It completes everything else on its own and lists exactly what it did and where it stopped in the final summary.

What the numbers show

One specific day in September 2026. Orders were processed the next morning, before the first demos began.

At five minutes per meeting, the same work would take a person more than two and a half hours. The agent finished it, including checks, in ten minutes. A person only spent time making three decisions. Just as important is what did not happen: no client was created twice, no meeting went to the wrong sales rep, and no recording was missing.

Where you’ll see the impact first:

• Meetings in the CRM before the day starts
• No duplicate client records
• Call recording for every case
• Errors caught before they reach the CRM

Nothing gets lost or created twice

The agent accesses the CRM and call center through an account the company assigns and uses only approved functions. It deletes nothing without a person's approval. It tracks the records created from each order, so running it again never creates the same record twice.

If work is interrupted, for example by a CRM outage, the agent doesn’t start over when service returns. It checks what already exists and picks up at the first missing step. It updates the call center status last, only after verifying everything else. That way, a salesperson never sees “Meeting created” for a meeting that isn’t on the calendar.

Common questions