Sparkzville
Workspace Copilot

AI workflow support, built directly into the trade decision

Copilot answers from your workspace — reports, alerts, scenarios, and recommendations — with deterministic trade logic underneath. It's the opposite of a generic chatbot bolted on the side.

Where it helps

Five places Copilot moves the workflow

AI shows up where interpretation and drafting save time — never where the math needs to be exact.

Data-intake AI

Classifies incoming datasets and suggests field mappings as you upload — so onboarding isn't a cleanup project.

Decision intelligence

Explains what's driving each recommendation, in language tuned to the reader's role.

Scenario builder

Turns a natural-language request into a structured set of trade assumptions you can actually run.

Alerts & reports

Summarizes the priority items into stakeholder-ready narrative you can forward as-is.

Workspace Copilot

Answers grounded in current workspace state — citing the scenarios, reports, and recommendations it drew from.

Trust & control

Clear about what it will and won't do

The boundary is the point: AI accelerates the workflow without becoming the source of truth.

What Copilot does

  • Explains the deterministic numbers in plain language
  • Drafts briefs, summaries, and answers from real workspace state
  • Cites the scenarios, reports, and recommendations behind each answer
  • Speeds up intake, interpretation, and follow-through

What Copilot never does

  • Compute landed-cost or scenario math — that stays with the engine
  • Invent figures, tariffs, or sources that aren't in your workspace
  • Take a risky action without leaving it visible for human review
  • Block the workspace when AI is unavailable or turned off

See Copilot on your own workspace

Grounded answers, with deterministic trade math as the final authority. Start with a private pilot.