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Common use cases

Where organizations usually start

These are the scenarios that come up with most of our clients. In most of them the first phase goes live within four to eight weeks, and we expand from there.
01 · Customer service
A flood of enquiries nobody can answer
Enquiries come in from WhatsApp, social media, the website and email – and they all land on the same two people. Some get answered twice, some not at all, and there's no single place to see what the customer was told.
AI agent on WhatsAppUnified inboxHandover to a person
Most enquiries are resolved without an agent, and the team handles only the exceptions
02 · Phone & scheduling
The phone rings and nobody is free
Calls at peak hours go unanswered, and the customer calls a competitor. Even those who do get through mostly want to book, change or cancel an appointment — actions that take up most of the team's time and that nobody needs a person for.
Voice agentScheduling and reschedulingAutomated remindersCalendar sync
Every call answered and appointments booked automatically, even after hours
03 · Sales
By the time you call back, they're with a competitor
Whoever leaves their details leaves them with five other vendors in the same minute, and whoever calls back first gets the conversation. Meanwhile leads are scattered across several people and several sources, some are forgotten after one call, and there's no single picture of who is waiting for an answer.
A reply within secondsOne source for all leadsFollow-up and remindersCustom CRM
A reply while the customer is still in front of the screen, and an owner for every enquiry
04 · Operations
Spreadsheets instead of a system
Orders, inventory, tasks and finances are managed in separate spreadsheets passed around by email, and nobody is sure which version is current. Every simple question means asking three people.
Custom CRM & ERPRole-based permissionsAccounting integration
One source of truth for the whole organization
05 · Organizational knowledge
The knowledge lives with two people
Procedures, price lists, contracts and answers are scattered across folders, WhatsApp groups and the heads of long-time staff. Training a new employee takes months, and when someone goes on holiday the organization stalls.
Enterprise knowledge baseNatural-language searchFile repositoryControlled update
A consistent answer for every employee, even someone who started yesterday
06 · Leadership
Decisions made on gut feeling
To know how the month looks you have to ask three people for data and put together a spreadsheet – and by the time it's ready, it's already out of date. Meanwhile, managers' days burn away on meeting summaries, searching for documents and preparing reports.
Leadership dashboardAutomated reportsAnomaly alertsAI assistant for managers
The numbers are waiting on screen, and management time goes back to decisions
07 · Repetitive work
Good people doing work a machine could do
The same data typed three times, the same document produced by hand every week, the same email sent again and again. These tasks take no judgment – only time – yet they eat up hours a day and create errors that surface late.
Process automationIntegrationsRPADocument generation
The process runs on its own, and your people get back to work that needs them
08 · Stalled project
We started and got stuck halfway
There's a system that was bought and never adopted, or an AI project that started with enthusiasm and fizzled out. Nobody took responsibility for discovery, testing and training – and the organization went back to working exactly as before, just with another license to pay for.
Re-scopingDedicated project managerQA testingRollout & training
The project moves again, with one owner and a timeline
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