If your phone system already has AI built in, you may not need anything else. But it depends on what you want the AI to do. Built-in tools are good at helping the person on the call. They're less good at telling a manager what's going wrong across hundreds of calls, and getting it fixed.
Phone systems like Dialpad and RingCentral now include AI features as standard or as add-ons, and more providers are adding them every quarter. So it's a fair question, and one we hear often: if the phone system already transcribes and summarizes calls, what's left?
Here's an honest answer, including when built-in AI is all you need.
It varies by provider and plan, but most built-in AI centers on the individual call:
Dialpad, for example, includes transcription and post-call recaps with its business phone product, and keeps scorecards and predicted satisfaction scores with its contact center products. RingCentral's phone system has an assistant for call notes and summaries, with transcription and team scorecards available as an add-on. Check your own plan, because what's included changes often.
If what you want is a better record of each call for the person who took it, built-in AI may be all you need. Notes write themselves, follow-ups get captured, and nobody has to remember what was promised on a call last Tuesday.
That's real value, and if it's what you're after, we'd tell you to use what you have.
The gap shows up when the question changes from "what happened on this call?" to "what's going wrong across all our calls, and who's going to fix it?"
One call at a time. A summary tells you about the call in front of you. It doesn't tell you that the same customer has called three times this month about the same problem, or that bookings are being asked for and not made on one location's line.
Someone has to set it up and keep it right. Scorecards only grade what you tell them to. Someone has to decide what a good call sounds like for your business, write it in, check whether it's catching the right things and change it when it isn't. In most small businesses, that someone doesn't have the time.
Someone has to go looking. Dashboards wait for you to log in. A finding nobody opens is the same as no finding. There's more on that in why most call insights never reach your team.
It only sees part of the picture. A transcript shows what was said. It doesn't always show how long the caller waited, how many times they were transferred, or whether they hung up and called back.
This is where TeleCloud Sentinel Conversational Insights fits. It's built around the part built-in tools leave to you.
It works with other phone systems too, as long as we can get the recordings out, which we can usually check on the first call.
It isn't magic, and it has limits of its own. We wrote them down plainly in what conversational insights won't do for you.
Ask what you'd do with the output.
If you're not sure which side you're on, we're happy to talk it through and tell you honestly.
Every call is a customer experience. The question is whether anyone hears about the ones that went wrong.
Both include AI features such as transcripts and call summaries, and both offer call scoring, generally with contact center plans or add-ons. What's included depends on the plan, so check yours.
Usually, yes. Sentinel reads recorded calls from other phone systems as long as we can get the recordings out. We can check yours on the first call.
They overlap. Built-in AI mostly helps the person on each call. Conversational insights looks across all your calls, flags what needs attention and sends it to the person who should act on it.
No. You can keep using your phone system's notes and summaries. Sentinel works alongside them.
Will Maddox is the Digital Marketing Coordinator at TeleCloud, overseeing content, brand, and outbound strategy for the company. He writes about cloud communications, AI tools for business, and what SMBs and urgent care operators need to know to run better phone systems. Connect with Will on LinkedIn or email him directly to learn more.