Kingston

Investment and equity research analysts

AI for Analysts

Move from tabs, transcripts, and scattered notes to an investment view you can defend.

Build faster, more reliable models and research memos.

Level: IntermediateDuration: 3 hoursCertificate: In development
CLClaudeGPGPTPEPerplexity

Turn familiar bottlenecks into repeatable AI workflows

Built around the real work and review pressures faced by investment and equity research analysts.

Does this sound familiar?

  • Hours lost collecting and cleaning research
  • Inconsistent citations across drafts
  • Model review becoming a last-minute bottleneck

What you'll learn

  • Model selection for research tasks

    Choosing the right model for research, writing, and modelling.

  • Building a research workflow

    Chaining Perplexity, NotebookLM, and Claude into one process.

  • Financial modelling with AI support

    Using GPT and Claude to speed up model building and review.

You'll leave with

  • 1A faster research-to-memo workflow
  • 2A model-review checklist that catches gaps
  • 3An investment briefing ready for senior review
Reserve your free place →

Interactive lesson preview

See exactly what is taught.

Lesson 1 of 3Lesson preview

Model selection for research tasks

Choosing the right model for research, writing, and modelling.

Guided practice

Apply the lesson to a realistic scenario designed for investment and equity research analysts, with assumptions and the required output made explicit.

Review method

Inspect the prompt, model choice, evidence, exceptions and human-review point before improving the result.

Applied output

This path builds toward: Build a full investment research briefing using the Investment Research workflow

Projects & assessments

  • Build a full investment research briefing using the Investment Research workflow

Completing each project against the outcome above is this path's assessment — there's no separate exam.

Resources

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