Financial Services
Explain margin compression before your board asks why
GL data, contract terms and operational costs connected so you know the reason behind every variance before the meeting.
Why this decision matters.
Margin compression is easy to observe and hard to explain. The consolidated number moves, and the explanation requires decomposing price, product mix, cost inflation, and volume across entities and systems that each hold one piece.
The failure mode is a month-end variance pack assembled by hand. It arrives late, it reconciles at the total level, and it usually attributes the movement to whichever driver the analyst could isolate in the time available.
When the decomposition is automatic and traceable, the conversation changes from why the number moved to which lever to pull. That is the difference between a reporting function and a decision function, and it usually shortens the close conversation by days.
Comparing tools for financial services? See how SIGNLD compares with Power BI. For the underlying numbers, read how CFOs use Knowledge Graphs for variance analysis.
How SIGNLD answers it.
Step 01
Connects to your source systems
Read-only access to your ERP and general ledger (NetSuite), your enterprise financial system (SAP), and your analytics warehouse (Snowflake).
Step 02
Builds the graph across those systems
Entities, accounts, products, customers, periods, and cost elements are linked so the same product or customer is recognized across systems and the variance can be decomposed rather than estimated.
Step 03
Returns a ranked brief
The brief ranks the drivers of the margin change by contribution, separates price from mix from cost from volume, and points to the specific accounts and segments behind each driver.
Reads from.
SIGNLD connects read-only to your existing systems. 800+ integrations available.
What the brief looks like.
The question
Why did gross margin compress 4.2 points in Q3?
What SIGNLD found
Three causes account for 94% of the Q3 margin compression: an Apex Components overcharge on Contract 1847, excess idle capacity in Region 3, and a revenue recognition hold on a contract that shipped in Q2 but was not recognized until Q4. None of these are visible in the standard P&L.
Evidence
- Apex Components overcharge on Contract 1847: $47K recoverable
- Region 3 idle capacity cost: $62K in Q3 vs $18K Q3 prior year
- Contract revenue recognition hold: $43K blocked from Q3 P&L
Recommended move
Initiate Apex recovery conversation immediately. The $47K is recoverable. Escalate Region 3 capacity to operations. Release the $43K revenue hold in coordination with the controller. Total board-ready explanation ready now.
4.2x faster variance explanation
Illustrative brief. Figures are sample data, not customer results.
Questions.
More decisions in Financial Services.
Financial Services
Reach out at the right moment, before clients consider leaving
Portfolio data and advisor notes, combined to surface the rebalancing or check-in conversation that matters now. 4 clients show portfolio drift beyond their stated risk tolerance, combined with recent life-event language in advisor notes.
Read the decision →Financial Services
Know which receivables will hit your cash position before payroll does
AR aging, payment history and cash forecasts connected to show your real cash position 30 days out. Current AR aging shows $340K due in the next 30 days.
Read the decision →Financial Services
Walk into your next audit with every number sourced and ready
GL entries, supporting documents and approval records connected so any auditor question has an instant traceable answer. 14 journal entries over $10K in Q3 have incomplete approval chains in the system. 3 have no supporting document attached.
Read the decision →Run this decision on your own data.
Free Forever plan. Full 14-day Growth trial. No credit card.