MD&A Drafting Copilot

MD&A DRAFTING COPILOT

Every MD&A starts from a blank page under deadline. Finance and legal spend their scarce review time on first-draft assembly instead of judgement, and prior-period language gets recut by hand each quarter.

Actors

  • CFO
  • Financial Controller
  • Legal Counsel

Systems / Vendors

  • Financial statements / ERP
  • SEDAR+ prior filings
  • IR knowledge base

Business Question

"Why are my most expensive people spending their week assembling a first draft?"

What SPoG Does

  • Assembles a first-pass MD&A from financial data and prior-period language.
  • Leaves finance and legal to review and refine, not start from blank.
  • Keeps figures consistent with the governed knowledge base.

Outcome Metrics

Hours

Not days, to first draft

50–70%

Drafting effort saved

0

Unsourced figures

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