Example Workflows

Use Case 1: Month‑End Variance Analysis & Executive Commentary

Summary

Use an MCP‑enabled agent during financial close to quickly explain actuals vs. budget, identify material drivers and anomalies and generate consistent, CFO‑ready commentary. By connecting to Vena via MCP, users can reference live financial data, hierarchies and finance standards—reducing cycle time and rework while improving narrative quality.

Example Prompts

Show Actual vs Budget for April by department and rank the top 10 variances.
Identify any unusual OpEx spikes in April compared to the trailing six‑month average.
Why is IT Software over budget this month? Break it down by vendor.
Create a waterfall chart explaining total OpEx variance for April.
Draft CFO‑ready commentary for the top three unfavorable variances using our standard format.

Capabilities

Natural‑language querying of actuals, budget and forecast data
Variance calculation (absolute, percent, favorable/unfavorable)
Dimensional drill‑down across entity, department, account and vendor
Automated anomaly and outlier detection
Financial visualization generation (variance charts, trends, waterfalls)
Executive‑level narrative generation aligned to finance commentary standards
Explainability and reconciliation to source data (read‑only, close‑safe)

Use Case 2: Rolling Forecast Update & What‑If Scenario Modeling

Summary

Update rolling forecasts, test what‑if scenarios and immediately understand the impact of changing assumptions. Users can leverage internal and external drivers and write back inputs with full auditability, enabling finance teams to move from analysis to action without breaking controls.

Example Prompts

Compare the current forecast vs the prior forecast for Q2 by department.
Increase cloud hosting unit costs by 6% for May–July and recalculate the forecast.
Spread the $120K migration cost evenly across May and June.
Create a downside scenario assuming revenue is 3% lower and hiring is delayed by one month.
How should we adjust our revenue forecast if GDP growth slows by 1.5% and consumer spending contracts in our core markets next quarter?

Capabilities

Driver‑based forecast updates (rates, volumes, headcount, timing)
Spreads and allocations across periods, entities or regions
Scenario creation, cloning and comparison
Automatic recalculation and impact analysis on EBITDA, margin and cash
Sensitivity analysis (rank drivers by impact on EBITDA or cash, one variable at a time)
Goal seek and back‑solving to achieve a target outcome
Likelihood‑weighted best/base/worst cases for decision‑relevant expected values

Use Case 3: Create Vena‑Ready Templates

Summary

FP&A teams often need new or updated planning templates (Budget, Forecast, Headcount, OpEx) that are consistent, auditable and ready to map to Vena. An MCP‑enabled agent can streamline this process by generating standardized Excel workbooks and validating readiness for Vena mapping before build begins.

Example Prompts

Create an OpEx budget template for next fiscal year. Include tabs for Inputs, Assumptions, Checks, and Output Summary. Make it ready to be mapped in Vena with columns for Entity, Department, Account, Period, Scenario, and Amount.
Generate a Headcount planning template with drivers (FTE, Avg Salary, Start Date), monthly phasing and a validation section for missing cost centers.
Build a depreciation schedule in a new tab using stored asset data (name, cost, useful life, in‑service date).

Capabilities

Build templates that conform to Vena’s native Excel interface requirements (structured input blocks, locked/unlocked cell logic, separation of inputs and calculations)
Analyze existing templates and identify changes required to be Vena‑ready (tab structure, named ranges, input blocks, formula dependencies)
Flag cells, ranges and formulas that conflict with Vena mapping requirements before build begins
Detect hardcoded values, broken references or consolidation logic
Validate mapping to Vena CubeFLEX dimensions (account, entity, department, scenario, year, period)
Check for missing, duplicate or misaligned dimension members that would break writeback or aggregation
Apply organizational template standards (naming conventions, tab order, color coding, input/output formatting)