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In development

Finance + accounting deep dive

Make financial signals easier to see and act on.

Use AI across reporting, forecasting, controls, analysis, scenario planning, and decisions about where money and attention go.

Start with the limited free experience. No technical background required.

What you will practice

Applied from the beginning.

  • Turn scattered financial data into decision-ready views.
  • Build repeatable analysis and scenario-planning workflows.
  • Keep human review and controls around consequential outputs.

What becomes visible

Capability you can show.

  • 01Clearer financial visibility without repetitive reconciliation.
  • 02Faster questions, scenarios, and management reporting.
  • 03Auditable artifacts that support—not replace—financial judgment.

Reference builds

See what you will build here.

5 exemplar repositories anchor this path. Each one is designed as a working demo, a template you can adapt, and a reference for your own capstone.

  1. continuous-cash-match
    01

    Matches bank transactions to invoices and bills, surfaces the exceptions, and keeps a reviewer decision log. It flags what needs human review; it never reconciles a problem away.

  2. spend-policy-guardian
    02

    Reviews expenses against a policy file, explains each violation, and routes exceptions for approval. Swap the YAML policy and it enforces yours.

  3. flux-investigator
    03

    Flags material actual-versus-budget variances, shows the supporting entries, and drafts plain-English explanations. The math lives in code; the model only writes the prose.

  4. close-risk-radar
    04

    Monitors a close checklist, surfaces late dependencies and unreconciled accounts, and assigns follow-ups. The close calendar becomes something you can see.

  5. driver-scenario-planner
    05

    Computes base, upside, and downside cash, margin, and runway from a drivers file, then writes the scenario narrative and a board-ready one-pager. Change one driver and watch runway move; every number traces to a driver or an actual.

Part of the exemplar roadmap. Repos and demos are added as they ship.