Use cases

What AI takes over, department by department.

Concrete situations, before and after. Every case builds on the tools you already use.

Sales

Less data entry, more time with customers.

Lead qualification

FORM · CRM

Before

Sales reps sort every incoming form by hand.

What the AI does

The agent enriches the lead, qualifies it and creates it in the CRM for the right rep.

Outcome

Every lead is handled the same day.

Quote preparation

CRM · ERP

Before

A quote means looking up prices, stock and terms in three tools.

What the AI does

The agent drafts the quote from the ERP and CRM, the rep approves it.

Outcome

Quotes go out faster, with no pricing errors.

Operations

Workflows that move on their own, with human control where it matters.

Orders received by email

EMAIL · ERP

Before

Orders arrive by email and are typed again into the ERP.

What the AI does

The agent reads the email, checks the customer and creates the order.

Outcome

No more retyping, one click approval.

Supplier follow up

ERP · EMAIL

Before

Delivery delays are discovered too late.

What the AI does

The agent tracks confirmations and follows up with suppliers automatically.

Outcome

Delays are flagged before they reach your customers.

Finance

Your team only handles the exceptions.

Supplier invoices

PDF · ERP

Before

Every invoice is checked by hand against the purchase order.

What the AI does

The agent extracts the data, matches it with the ERP and flags gaps.

Outcome

Only mismatches reach the team’s desk.

Monthly reporting

ERP · SQL · EXCEL

Before

Reporting takes several days of consolidation in Excel.

What the AI does

The agent consolidates data from your systems and produces the report.

Outcome

A report ready on the first day of the month.

Customer service

Every request reaches the right place, fast.

Request triage

INBOX · HELPDESK

Before

Requests wait for hours in a shared inbox.

What the AI does

The agent classifies, prioritises and routes each request to the right person.

Outcome

Every request is picked up within minutes.

First level answers

HELPDESK · CRM

Before

The same questions get handwritten answers every day.

What the AI does

The agent drafts the reply from your data, someone on your team approves it.

Outcome

Your team focuses on complex cases.

HR

Accurate answers and smooth onboarding.

Employee questions

SSO · DRIVE

Before

HR keeps answering the same questions about leave and internal rules.

What the AI does

An internal assistant answers from your HR documents, with sources.

Outcome

Instant answers, available through your SSO.

New hire onboarding

HRIS · M365

Before

Creating accounts and preparing a first day takes dozens of emails.

What the AI does

The agent orchestrates accounts, access and tasks across your tools.

Outcome

New hires are ready on day one.

Management

A clear view, without waiting for an export.

Questions about the business

ERP · CRM · SQL

Before

A simple question requires an export and days of waiting.

What the AI does

You ask in plain language, the AI queries the systems you are allowed to see.

Outcome

A figure in seconds, with its source.

Weekly briefing

BI · SLACK

Before

Information arrives late and incomplete.

What the AI does

Every week the agent compiles key metrics and signals to watch.

Outcome

A clear view of the business every Monday morning.

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