Cases

Real results, not promises

Some of the projects where automation and AI are freeing up time and helping companies grow without growing headcount.

Cases anonymized for confidentiality.

Case 01Financial services for individuals

AI sales training

The challenge

A sales team needed to practice real selling and closing conversations, with objective feedback and without depending on a trainer's calendar.

The solution

We deployed Dialog with virtual customers tailored to their operation; each rep trains and receives phase-by-phase evaluation and an improvement plan.

The result

Unlimited, measurable practice and, for the first time, an objective dashboard of each person's performance.

Value model —conservative estimate for a 25-person team— with a return within roughly one quarter; figures calculated on each client's reality.

What changes

  • Unlimited, on-demand practice
  • Objective phase-by-phase evaluation
  • Performance dashboard
  • No dependency on trainer schedules
5.0/5 overall team satisfaction
4.86/5 sparring realism
4.43/5 usefulness (“intuitive and easy to use”)
Onboarding ramp shortened from 3+ months, without depending on a trainer
“It impressed me the first time I experienced it — the precision of the conversation.”
— CEO of the client company
Case 02Advisory firm

AI agent for a 360º client view

The challenge

A senior team spent 20–40 minutes manually compiling each client's profile across several systems (documents, email, tasks).

The solution

An AI agent that cross-references those sources and composes a 360º view of any client in 1–2 minutes, each data point linked to its origin.

The resultReal client data

Prudent assumption on agent usage:

Figures estimated from real client data, prudent assumption. Anonymized case.

Measured impact

~500 queries/month
with ~10 min net saved per query
~83 h freed/month
half a person's workday every month
~€30,000 /year
qualified time reinvested (~€2,500/month)
~5 months payback
on initial investment

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