Plan limits, how to connect the API, why a charge failed. They are all already documented.
Use case ·SaaS and support
Your inbox should not grow as fast as your user base.
Each repeated doubt occupies a person. Grupal solves with your documentation, tags the reason with your taxonomy and uploads to the human only what a human really needs.
Digital product, subscription, marketplaces
What it costs to operate this by hand.
Without taxonomy there is no diagnosis: it is not known what documentation is missing or what part of the product is confusing.
You respond “fast” depending on who is online, and that can't be shown in a meeting.
Someone asks about limits, it's a buy signal, and it ends up filed as a resolved ticket.
Five steps, with your conversation.
The same WhatsApp thread from the beginning is visible, and on the right what is built only while the client writes.
Chat Agent
The repeated doubt is resolved without occupying anyone.
The agent responds with your documentation and your catalog of plans, not with what they imagine.
Solved by AI · 92% of conversationsThe tags are typed: the agent only uses those that exist in your catalog.
Demo data
The agents involved, in order.
- 01Chat AgentTab →
Resolve with your documentation and your catalog of plans, without inventing limits.
- 02Contacts AgentTab →
Identifies the writer's account, plan, and ticket history.
- 03Tags AgentTab →
Label the reason with your taxonomy so that the month closes with a diagnosis.
- 04Notifications AgentTab →
Request human support with the reason and wait time, then leave context in the thread for whoever takes over.
- 05Deals AgentTab →
Open the intention to upgrade as an opportunity for expansion with value.
With the core it is enough.
What Grupal needs to learn for this to work.
Configure all of this by talking to the Configuration Agent in Studios: it proposes changes, keeps them visible and saves nothing without your approval.
Your documentation and policies as a source. If it's not there, the agent doesn't affirm it.
I read your site and uploaded 41 articles of your documentation. Do I also add the terms?
What each plan includes and its limits, to answer comparisons without making mistakes.
The tags with which you want to read the month: billing, API, onboarding, bug.
I put together 12 motifs grouped into 4 families. Are any missing?
What is always uploaded to a human: rebilling, cancellations, incidents.
I left rebilling and cancellation as immediate escalation.
The four numbers that really matter here.
Demo data · until we have real cases from this vertical
What they ask in this vertical.
No. Work with your documentation and your catalog; What is not there is scaled with reason and age. A "I'll connect you with someone" in two minutes is more useful than a made-up response.
It handles repetitive work and leaves judgment-heavy cases to your team. Everyone shares the same inbox, sees everything and can take over at any time.
Yes, in the Sandbox: test conversations without spending messages or touching real data, until its behavior convinces you.
Two support people answering the same thing all day, without knowing the most common reasons.
Resolution with documentation, reason labeling and escalation with context.
B2B SaaS · 1,200 active accounts
Support stops scaling with your number of users.
Connect your number and see how many questions are resolved without reaching a person.
See other operations