Investor Relations

Variance Explanation

Variance explanation translates material period-over-period movements into Item 303 narrative that ties to the financials and holds up to the sell side. Finrep detects material variances, decomposes likely drivers, pulls peer language for comparable movements, and flags drift from your prior period narrative.

Last updated: 2026-04-23
Detected + decomposed
Material variances with driver analysis
EDGAR-linked
Peer language for the same movement
Drift-flagged
Prior period narrative consistency checked
See sample reports
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Moloco logo
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TWFG logo
HP logo
EXL logo
Wells Fargo logo
Rapid7 logo
Procept logo
FOX logo
Cognizant logo
Infosys logo
Moloco logo
Massimo logo
Moloco logo
TWFG logo
HP logo
EXL logo
Wells Fargo logo
Rapid7 logo
Procept logo
FOX logo
Cognizant logo
Infosys logo
Moloco logo
Massimo logo
Moloco logo
TWFG logo
HP logo
EXL logo
Wells Fargo logo
Rapid7 logo
Procept logo
FOX logo
Cognizant logo
Infosys logo
Moloco logo
Massimo logo
Moloco logo
TWFG logo
HP logo
EXL logo
Wells Fargo logo
Rapid7 logo
Procept logo

Sample Variance Explanation Reports

See what a Finrep variance explanation looks like. Download and review the full output.

Today's reality

Variance Explanation without Finrep

  • Material variances identified manually from the financial statements under close cycle pressure
  • Driver decomposition based on internal knowledge, without peer language as a reference
  • Prior period narrative consistency checked by the same person who wrote it
  • Commentary written without a structured peer benchmark for the same movement

Investor Relations · Drafting

Every material movement needs a narrative. The sell side will have one if you do not.

Analysts model every line item. When revenue growth decelerates, gross margin compresses, or operating expenses accelerate, they have an explanation ready before the earnings call. The question is whether your Item 303 commentary offers the same explanation or leaves the narrative to them.

Writing it requires three things that happen sequentially under deadline: detecting which movements are material, decomposing the likely drivers with specificity, and finding how peers explained the same movement. The sequence takes days. The filing deadline does not adjust.

Without Finrep

Manual process

  • Material variances identified manually from the financial statements under close cycle pressure
  • Driver decomposition based on internal knowledge, without peer language as a reference
  • Prior period narrative consistency checked by the same person who wrote it
  • Commentary written without a structured peer benchmark for the same movement
Finrep

With Finrep

Automated workflow

  • Material variances detected automatically from the financial statements
  • Likely drivers decomposed with specificity and peer language for the same movement surfaced
  • Prior period narrative drift flagged before the current draft is finalized
  • Item 303 commentary grounded in detected movements, decomposed drivers, and peer practice

From financial statements to grounded Item 303 commentary in four steps

01

Upload your financial statements

Drop your current period and prior period financials. Finrep detects material period-over-period movements by line item and calculates variance magnitude.

02

Finrep decomposes drivers and pulls peer language

For each material variance, likely drivers decomposed based on line item type and magnitude. Peer language from EDGAR for comparable movements in the same sector surfaced with source links.

03

Review variance flags and prior period drift

Material variances shown with decomposed drivers and peer language. Prior period narrative flagged where current period language has drifted without a corresponding movement.

04

Write commentary from the grounded base

Item 303 commentary written with variance detection, driver decomposition, peer language, and drift flags already assembled. Drafting starts from substance.

What you get

Grounded variance analysis with driver decomposition, peer language, and drift flags

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Investor Relations

What Variance Explanation does at a glance

Team
Investor Relations
Filing phase
Drafting
Output
Grounded variance analysis with driver decomposition, peer language, and drift flags
Modules
Grid ReportsDisclosure ComparisonAsk Fina

What changes when every variance arrives with a decomposed driver and peer language

Automated material variance detection

Every period-over-period movement calculated across the income statement, balance sheet, and cash flow statement. Materiality threshold configurable. Movements ranked by magnitude and flagged for commentary. No manual comparison across two sets of financials.

Driver decomposition by line item type

For each material variance, likely drivers decomposed based on line item economics: revenue variance decomposed into volume, price, and mix; margin variance decomposed into input cost, labor, and overhead; operating expense variance decomposed by category. Decomposition grounded in sector-typical driver frameworks.

Peer language for comparable movements

For each material variance, peer language from EDGAR pulled for comparable movements in the same sector. Shows how peers explained the same directional movement: revenue deceleration, margin compression, working capital build. Verbatim language source-linked.

Prior period narrative drift detection

Your prior period Item 303 commentary compared to the current draft. Language that has shifted without a corresponding financial movement flagged. Language that should have shifted given the movement but has not also flagged.

Built for the people who write the narrative before the sell side writes it for them

SEC Reporting Lead

Material variances detected, drivers decomposed, peer language surfaced. Item 303 commentary grounded before the first word is written.

Investor Relations

Prior period drift flagged and peer language for each movement assembled. Narrative consistent with prior period and calibrated to peer practice.

FAQ

Income statement, balance sheet, and cash flow statement. All three analyzed for material period-over-period movements.

Run your SEC filing cycle on Finrep