Common Preparation Mistakes
I've been doing this work since 2018, mostly
with mid-size companies in the Seoul
metropolitan area. The mistakes people make
before starting are predictable—and avoidable if
you know what to watch for.
First mistake: assuming your accounting system
is analysis-ready. It's not. Accounting systems
are built for compliance and reporting, not for
answering strategic questions. You'll need to
transform that data, and transformation requires
understanding both the source system and what
you're trying to learn.
A logistics company came to us in early 2024
with three years of "clean" financial data.
Took us two days to find that their revenue
recognition timing had changed twice during
that period without documentation. The data
was accurate for tax purposes but told a
misleading story about growth patterns.
Second issue: not involving operations people
early enough. Finance teams know the numbers,
but operations teams know what actually happened
in the business. When you see an expense spike
in Q3 2024, operations can tell you that's when
you moved warehouses. That context changes how
you interpret everything.
Third problem: unrealistic scope. You can't
analyze every aspect of your business
simultaneously. Pick two or three priority areas
and go deep. A Dongan-gu retail client wanted to
understand profitability by product, by
location, by customer segment, and by sales
channel—all in the first month. We talked them
down to product profitability first, then
expanded from there.
And honestly? Sometimes the preparation phase
reveals you're not ready yet. Maybe your data is
too fragmented, or you don't have buy-in from
key stakeholders. That's okay. Better to know
that now than six weeks into a project that goes
nowhere.