Sample case · not a real clientProfessional services

A regional tax & accounting firm (sample)

About 150 people serving SMEs with bookkeeping, tax filing and advisory.

Fully simulated sample case.

A regional tax & accounting firm (sample)AI-generated
40 → 75Clients per accountant
−60%Peak-season overtime
3 mo → 1 moNew-hire ramp-up
~¥1.5MNet annual saving
100%Filings reviewed and signed by people

Basis: sample data · modeled (not measured)

Starting point

The owner's three problems

01

Highly repetitive bookkeeping and filings; heavy overtime in peak season

02

Most client questions are standard

03

Long ramp-up for new hires

Process

How we did it

01

Discover

Diagnose, 2 weeks: service process mapped by client type

02

Build

90-day pilot: receipt recognition and bookkeeping

03

Adopt & improve

Months 4–12: filing drafts, client Q&A and training

Scope

Departments, AI employees and workbench modules

Departments

Bookkeeping, tax, client service, contracts, training

Workbench modules

Clients & tickets, bookkeeping workspace, compliance review, training

AI employees (agents)

Bookkeeping AgentFiling Draft AgentCustomer Q&A AgentContract Review AgentPolicy & Training Agent

Results

Leaner · Faster · Stronger

All figures are sample data.

Leaner

~¥1.5MNet annual saving

Faster

40 → 75Clients per accountant
−60%Peak-season overtime
3 mo → 1 moNew-hire ramp-up

Competitive edge

100%Filings reviewed and signed by people

The same team serves more clients, making pricing more competitive.

Sample quote
“We didn’t hire anyone, and we serve twice as many clients.”
— Partner (sample quote)

See the Tax, legal & advisory playbook →

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