Bridging - Jobs & Desired Outcomes¶
Generated from .jobs.json — do not edit directly.
Confirmed Outcomes¶
Corroborated by 2+ sources
Job: Bridge direct and indirect cash flow forecasts to explain variance drivers¶
| Desired Outcome | Status | Solved By |
|---|---|---|
| Minimize the time required to identify deviations between direct cash flows and indirect budget | ❌ Not solved | — |
| Reduce the frequency of having to ask local entities for variance explanations | ❌ Not solved | — |
| Increase visibility into working capital movement drivers (AR vs AP breakdown) | ❌ Not solved | — |
| Minimize the time required to produce T+1 monthly cash burn analysis | ❌ Not solved | — |
| Reduce the manual effort to reconcile transactional forecasts with FP&A categories | ❌ Not solved | — |
| Increase visibility into which differences are timing vs permanent | ❌ Not solved | — |
| Increase the speed of comparing direct forecast vs FP&A forecast for the same period | ❌ Not solved | — |
| Minimize the manual effort to produce board-ready cash flow bridge reports | ❌ Not solved | — |
| Increase the ability to capture variance commentary directly against bridge line items (replacing Excel free-text boxes) | ❌ Not solved | — |
| Increase the ability to drill from consolidated variance down to entity and transaction level | ❌ Not solved | — |
| Persist confirmed variance explanations against past bridge periods, so the same investigation isn't repeated months later | ❌ Not solved | — |
| Improve the precision of future variance explanations by feeding confirmed causes back into the model | ❌ Not solved | — |
| Reduce the number of hand-maintained assumption tables required to translate plan into cash (AR aging, VAT timing, payment-term tables) | ❌ Not solved | — |
| Decrease the structural complexity of the bridge by replacing rule chains with statistical inference (e.g., infer warehouse cash from sales patterns instead of via the inventory→COGS detour) | ❌ Not solved | — |
Gaps: No bridging feature. Users manually reconcile in Excel. Commentary captured in Excel free-text boxes. Board output manually copied from Excel to PowerPoint. ON additionally maintains rule-based translation logic in Anaplan with high-touch assumption tables.
Sources: - Euroports (2025-10-27) - "We want to know the deviation of the short term forecast versus the budget... I want to understand the drivers." - Matthias Depoorter - Personio (2025-12-04) - "What I'm aiming to achieve is being able to use the system as like, a true reporting hub." - Tom Thorn / Three variance types: actuals vs direct forecast, actuals vs FP&A forecast, forecast vs forecast - Levi's (2025-12-11) - "It's when you come closer to the end of a period that you're so far apart because they haven't refreshed. And I have... Knowing those differences between the two numbers helps you manage the business." - Dette - ON (2026-03-04) - "Our controlling team plans P&L and budget for the next five years. And then, as a consequence, they have some sort of cash planning. It's very difficult for me to tell if it's realistic... So this is where I use Palm a lot just to do a sense check." - Lucia / Uses Palm as independent validation of controlling's indirect plan. Wants BigQuery/ERP connection to enable long-term bridging. Not just explaining variance — validating whether budget assumptions are realistic. - Euroports (2026-04-15) - "For me, what I need to answer is always: what's the working capital deviation? What's driving that? Is it collections speeding up? Is it collections slowing down? Are we repaying our suppliers too much?" - Matthias Depoorter / Prototype review session. Validated v0 direction (top-of-page variance flags, category mapping UI, drill-down). Key asks: entity drill-down with group hierarchy, commentary capture in Palm, board-ready report output matching existing quarterly board deck structure (Actual / Last Estimate / Previous Estimate / Prior Year / Budget columns), forecast accuracy scoreboard per entity. Confirmed bridging drill path: consolidated → entity → transaction. - ON (2026-04-29) - "There are two ways of telling if a forecast is good. First, the variance analysis... and the other one — we call it plausibility check — is, does my forecast more or less match what controlling is saying we're going to hit. This is what you're bringing here with data instead of a gut feeling." - Lucia Galan-Cáceres / Prototype review session. Validated direction. Frames bridge as the automated "plausibility check" (one of the two legs of forecast confidence alongside variance analysis). ON volunteered as pilot to test tool boundaries (direct → indirect → raw P&L). Distinctive ON-driven outcomes added: persist confirmed variance explanations across cycles, feed confirmed causes back to the model, reduce hand-maintained assumption tables, replace rule chains with statistical inference (e.g., skip the inventory→COGS detour). Larger ambition: replace Anaplan's translation logic entirely so Palm becomes the official P&L→cash translation source.
Job: Provide timely feedback to FP&A and regional teams on actual cash performance¶
| Desired Outcome | Status | Solved By |
|---|---|---|
| Reduce the time to identify and communicate significant variances to FP&A and regional stakeholders | ❌ Not solved | — |
| Increase the reliability of variance explanations with drill-down context that regional teams can act on | ❌ Not solved | — |
| Increase treasury's ability to challenge regional teams when their forecasts are persistently off | ❌ Not solved | — |
Gaps: No structured feedback channel from treasury back to FP&A or regional teams. Variance commentary today happens in Excel/Word and email rather than against bridge line items.
Sources: - Personio (2025-12-04) - "What I'm aiming to achieve is being able to use the system as like, a true reporting hub." - Tom Thorn / Describes feedback loop with FP&A team for variance explanations as core to the reporting hub vision. - ON (2026-04-29) - "I think what's interesting here is for us to be able to go to the regional team and say, hey, your forecast is off. Cash forecast. And we believe it's because your underlying P&L forecast — there's something happening here." - Lucia Galan-Cáceres / Describes treasury → regional team feedback as a key bridge use case (e.g., APEC region "always off because we grow faster than expected"). Larger ambition: pitch Palm's translation logic back to FP&A as the official source — closing the loop from receiving plans to influencing them.
Emerging Signals¶
Single source - needs corroboration
Potential Job: Reduce misalignment between Treasury, FP&A, and Accounting categorizations¶
Potential Outcomes: - Minimize the effort to map Treasury cash flow categories to FP&A budget line items - Reduce the frequency of miscommunication caused by different teams using different category structures
Source: ON (2026-03-04) - "Our controlling team plans P&L and budget for the next five years. And then, as a consequence, they have some sort of cash planning. It's very difficult for me to tell if it's realistic." - Lucia / Split from cash-forecasting cf-e-006. The categorization alignment aspect is distinct from regional forecasting consistency. Reinforced by ON 2026-04-29: ON has solved the alignment internally for treasury↔Palm ("we follow the same categories across platforms") but FP&A still doesn't use cash flow forecasting at all — the misalignment with FP&A persists.
Notes¶
- "Classify bank transactions into budget categories" is tracked in categorization as the primary domain.
- br-e-002 split from cash-forecasting cf-e-006 (2026-03-10). cf-e-006 mixed two concerns: regional forecasting consistency (kept in cash-forecasting) and Treasury/FP&A/Accounting categorization alignment (moved here as br-e-002).
- br-001-11 through br-001-14 added 2026-04-30 from ON 2026-04-29 transcript. These outcomes shift the bridge job's scope from purely visualizing/explaining variance to also reducing the maintenance burden of producing the bridge. Lucia frames Palm as a potential replacement for Anaplan's rule-based P&L→cash translation logic — a larger ambition than the current v0 scope.
- br-e-001 promoted to confirmed br-002 (2026-04-30). Personio (Tom 2025-12-04) and ON (Lucia 2026-04-29) corroborate the same job: treasury providing variance feedback upstream to FP&A and downstream to regional teams. Outcomes expanded to include treasury's ability to challenge regional forecasts (Lucia's APEC example).