Categorization - Pain Points & Challenges¶

Pain Points¶

Manual classification is time-consuming and error-prone - Treasury teams spend significant time classifying bank transactions into budget categories
Source: Euroports (2025-10-27)
Source: Personio (2024-10-03) - Using VLOOKUP on free-form memo text; "Way too much of my time is spent on data validation"
Categorization relies on inconsistent free-form memo text - Typos and inconsistent labeling in bank memo fields make automated matching unreliable
Source: Personio (2024-10-03)
Operating vs non-operating classification is nuanced - Same vendor can have both operating (rent) and non-operating (deposit) transactions
Source: Personio (2024-10-03)
Ad-hoc bank transactions are hardest to categorize - Catch-all category in ERP that's "a myriad of everything"
Source: Personio (2024-10-03)

Inconsistent payment references make IC/treasury categorization impossible - Different people in accounting use different labeling for the same transaction type; no payment templates enforced
Source: Personio (2026-02-18) - Tom: "I've had it in most companies I've been at. They're not necessarily using payment templates, so it's inconsistent."
IC and treasury funding transfers misclassified as supplier payments due to inconsistent references

Vendor names in ERP don't match transaction descriptions - Makes vendor-based categorization rules fail
Source: ON (2026-02-04) - "We have a lot of issue with Master Data here... vendor names sometimes in Dynamics that don't match the description"
Vendor names across systems are inconsistent - Dynamics vs indirect procurement vs transaction descriptions all use different naming
Source: ON (2026-02-04) - "They don't match the indirect procurement. They have different names"
Can't mass-allocate capex from supplier list - No easy way to reallocate historical transactions from supplier to capex category using a vendor list
Source: ON (2026-02-04) - "There's no easy way to mass reallocate from the existing supplier into the capex cost"

Classification errors lead to "pollution of other categories" - One misclassified transaction corrupts multiple reports and analysis
Source: Euroports (2025-10-27)

Can't easily reclassify historical transactions - Current tools require support tickets to fix past errors, making corrections slow and frustrating
Source: Euroports (2025-10-27)

Rule-based allocation is not smart - Have to manually create all rules for transaction-to-GL matching; can't handle edge cases
Source: On (2024-10-24) - Rodrigo: "It's rule based. It's not smart and we have to manually create all of the rules."
Many transactions fall through the cracks - Rule-based systems don't catch everything, leading to piled up unprocessed transactions
Source: On (2024-10-24) - "Way too many that should be straightforward" end up unprocessed

End-of-month crunch with unidentified transactions - Can't do continuous reconciliation; everything piles up at month-end
Source: On (2024-10-24)
Getting feedback from other teams takes time - Need input on where to book transactions, but response times can be a month
Source: On (2024-10-24)
Cash application uncertainty - Don't know if payment is vendor, customer, or other until it's identified and booked
Source: On (2024-10-24)

Distinguishing intercompany from intra-company cash pooling - ZBA/book transfers within same entity need different treatment than true intercompany flows
Source: On (2024-10-31) - Key distinction needed for reporting purposes
Two-level IC categorization problem - First determine if it's intercompany at all, then what TYPE of intercompany. Both steps are challenging.
Source: Palm Internal (2026-02-02) - "Is this an intercompany transaction? Yes or no?... okay, it's intercompany, but what intercompany? Is it a cost plus? Is it a dividend? Is it a loan payment?"
IC categorization misidentifies transaction types - System categorizes IC as FX transfers or ZBA transfers instead of proper IC type (cost plus, dividend, loan)
Source: Palm Internal (2026-02-02) - Giannis: "IC categorization failed couple of times and categorized it as FX transfers or ZBA transfers"

Opex categories can overlap without additional business context - Inventory, admin expense, and payables can be ambiguous without understanding vendor relationships
Source: On (2024-10-31)
Wholesale transactions can look like refunds - Large incoming payments can be misclassified either way
Source: On (2024-10-31)