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AI / Productivity2026 – Present

Stata Copilot

Productivity automation for complex analytical workflows

Overview

Advanced assistant tooling designed to enhance productivity and automate complex workflows within the Bantuity / Studio Light environment.

Problem

Analytical workflows in epidemiology and biostatistics involve repetitive scaffolding and interpretation friction.

Solution

Built Copilot-class tooling that assists with structure and interpretation while respecting deterministic compute boundaries.

Architecture

  • Assistive layer over verified tools
  • Studio Light shell integration

Challenges

  • Preventing model hallucination of numerical results

Lessons learned

  • AI should teach and orchestrate - not invent statistics