alphahub.cc
registry of AI knowledge artifacts
← back to catalog

Variance Commentary

Write flux commentary for every P&L and balance-sheet line over threshold — current vs prior period and vs budget, with the driver explained from underlying activity. Use for the month-end close package and management reporting.

Used by (2)

Manifest

{
  "name": "variance-commentary",
  "category": "investment-framework",
  "description": "Write flux commentary for every P&L and balance-sheet line over threshold — current vs prior period and vs budget, with the driver explained from underlying activity. Use for the month-end close package and management reporting."
}

Entry Markdown

Variance commentary

Given current-period actuals, prior-period actuals, and budget for the same scope, produce a commentary table.

Threshold

Flag a line for commentary if either is true:

  • Absolute variance ≥ the firm's materiality threshold (use the provided value; default 5% of the line or a fixed floor, whichever is greater)
  • The line is on the "always comment" list (revenue, headcount cost, cash)

For each flagged line

ColumnContent
LineAccount or caption
Current / Prior / BudgetThe three values
Δ vs prior and Δ vs budgetAmount and %
DriverOne sentence explaining the movement from underlying activity — not a restatement of the number

A driver explains why, not what: "Cloud spend up $1.2M on incremental GPU reservations for the May launch" — not "Cloud spend increased $1.2M (18%)."

Sourcing the driver

Look at the activity behind the line (journal-source breakdown, vendor mix, headcount delta, volume × rate) via the internal-gl MCP. If the driver isn't clear from the data, write "driver unclear — flag for controller" rather than inventing one.

Output

The commentary table plus a short narrative (3–5 sentences) summarizing the period's biggest movers.

Files (1)

tree_hash: e8b22860b5e94a41f1df93f819c7fdecb2cc57c5a1565ec6e282546c4161b4bd
created_at: 2026-05-11T20:48:50.458955+00:00
file_count: 1
size_bytes: 1,560