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Interview · 2026-04-29 · France · Cash Mgmt
Pierre Dubois
Cash Mgmt Specialist
0 / 7 curated
Granola transcript
4 turnsFDE
How do you build the cash position every day?
Pierre Dubois
I log into six bank portals — three currencies, BNP, HSBC, Santander, Citi, and two regional ones. Copy each balance into a master Excel. Apply FX — I get the rate from a Slack message Tomás posts.
FDE
What happens if you're out?
Pierre Dubois
It doesn't go out. There's no backup operator who has all the logins.
Claude's proposed extractions
Processconfidence 94%
Month-End Close
area=R2R · region=Global · trigger="first business day after month-end" · owner=Lukas Hoffmann
"I open the master Excel — 187 line items across nine entities."
ProcessStepconfidence 91%
Step 2: GL postings + intercompany matching
system=NetSuite + Oracle · actor=Regional controllers · manual=true · decision=true
"NetSuite handles the postings, but the coordination is all me."
Risk: Key Personconfidence 97%
Lukas Hoffmann — intercompany cheat sheet
severity=high · evidence="cheat sheet is in my head and one Excel"
"If I'm on holiday, it goes badly."
Metricconfidence 88%
Close cycle time
cycle_time=8–9 business days · effective_time=5 days at quarter-end · confidence=yellow
"Eight to nine business days. Five if quarter-end is clean."
AutomationOpportunityconfidence 79%
Intercompany matching automation
impact=10/12 · complexity=8/12 · classification=Strategic AI · feasibility=Needs Work
(derived from process)
Linear: Doc Requestconfidence 95%
Intercompany matching cheat sheet
assignee=Lukas Hoffmann · priority=high
"It's in my head and one Excel."
Conflict flagconfidence 82%
Close duration discrepancy
David Reilly previously said "5–7 days normal, 9 at year-end"; Lukas says 8–9 normal
(cross-corpus check)
Live workspace state
Processes
8
Process steps
12
People
14
Risks
6
Metrics
18
Opportunities
11
Linear sync
Waiting on curation. Linear issues fire automatically when proposals are accepted.
Time on this writeup
0:00
vs. ~30:00 today by hand