Product
One agent, end to end
callmesh answers the call, works out what the caller needs, does the work in the systems your team already runs, and either resolves it or hands the caller to a person with everything already written up.
01
Answer
The agent picks up on the first ring, at any hour, in the language the caller opens with. No queue, no menu to press through, no voicemail nobody checks.
02
Verify
It confirms who is calling against your own records before anything is disclosed or changed — and says so plainly when it cannot, rather than guessing.
03
Act on your systems
It reads the case, raises or updates the record and triggers the notification through your own APIs, while the caller is still on the line.
04
Resolve or hand over
It reads back what it did and confirms in writing, or transfers to your team with the caller already verified and the case already written up.
The console
What your operators get
Everything the agent does is configured, reviewed and reviewed again in one place, by the supervisors who already own the call flow.
Agents your supervisors own
Describe what an agent handles, what it must verify and what it never decides alone — in the same plain language you would brief a new joiner in.
Change what the agent says without waiting on a release
Every publish is a version, and one click puts the previous one back
Changes are reviewed before they reach a caller
Exit points you decide
Name the moments a person should take over — a refusal, a threshold, a request nobody should automate — and the agent transfers there every time.
Choose the moments per agent, not per call
The caller arrives verified, with the case already written up
Anything irreversible can require a confirmation first
Recordings and transcripts
Listen back to any call and read the transcript beside it, with the details the agent captured shown against the record it wrote them to.
Recording is a policy you set per workspace, not a fixed behaviour
Supervisors review without needing access to your systems of record
What was captured is shown next to what was said
How interactions ended
Every conversation closes with an outcome in the caller’s terms — resolved, handed to a person, caller rang off — so you can see what the agent is carrying.
Outcomes recorded while the agent is still on the call
Filter by call reason, agent and exit point
Read the calls behind an outcome without leaving the console
Agent
Illustrative
Handles
Case status, new cases, account changes
Verifies
Against your records, before disclosing
Never alone
Refunds, cancellations, anything final
Published
As a version
Reversible
How interactions ended
Illustrative
Resolved
The caller got what they rang for
Handed over
A person took the call at an exit point
Rang off
The caller left before the agent finished
Written up
In your systems
Every call
On the call
What the caller notices
Callers do not grade a conversational AI agent on its configuration. They notice whether it keeps up with them, lets them finish, and leaves them with something they can check.
They can change language mid-sentence
A caller who starts in one language and slips into another is followed, without a menu, a transfer or a second explanation of why they rang.
They can interrupt
Cut in and the agent stops talking, listens, and picks up from what was just said — the way a person on the desk would.
They get it in writing
References, appointment times and amounts are read back the way people say them, then confirmed by text so nothing rests on what was heard.
They are told when a person is needed
When the request is past what you let the agent decide, it says so and transfers, rather than talking around it until the caller gives up.
Integration
It runs on your own APIs
There is no separate copy of your data to keep in step. The agent reads and writes through the interfaces your other integrations already use, while the caller is still on the line.
Your systems of record
Whether the platform is a service desk, a CRM, an order system or something your team built in-house, the agent works it through the same APIs you already expose.
Look up a customer, case or order mid-call
Raise and update records in your service desk or CRM
Verify a caller against the record you already hold
Credentials held securely and rotated without touching an agent
What the agent may do
Every ability is defined once and assigned per agent, so the same lookup behaves the same way everywhere and nothing irreversible happens by accident.
Require a spoken confirmation before an action runs
Send the call to a person instead, when you say so
Record what ran, with what, on which call
Add an ability without redeploying anything
Next step
See it on your busiest call reason.
A 30-minute demo on your own call flow, wired to a system your team already uses.
Access is invite-only. We set up your workspace on the call.
Conversational agents your supervisors build and run.
© 2026 callmesh
Made in India