AI adoption · Cursor · Productivity · Enablement

AI tools for work — Cursor and assistants for non-engineering teams

Not everyone on your team writes production code — but everyone can benefit from the right AI setup. I help professionals adopt Cursor, Claude, and workflow automation safely for research, writing, analysis, and operations.

Professional working with laptop in a modern office
Photo: Pexels

Overview

You keep hearing that Cursor or Claude will change how you work — but the install alone does not teach judgment, privacy habits, or workflows that save hours every week.

I help individuals and small teams configure AI tools for real jobs: market research, spec writing, data cleanup, presentation drafts, customer support prep, and light automation — without exposing sensitive data.

Sessions are practical and role-specific. You leave with tools configured, prompts that work, and boundaries you can explain to your manager or IT team.

At a glance

Format

1:1 or small team

Remote sessions, async follow-up

Tools

Cursor · Claude · ChatGPT

Plus Notion, Sheets, and Zapier-style flows

Timeline

2–5 sessions

Based on goals and technical comfort

What you get

Personal AI workstation setup

Accounts, models, extensions, and folder structure for your actual projects.

Role-specific prompt library

Templates for tasks you repeat weekly — with examples you can adapt.

Privacy and data hygiene

What not to paste, local vs cloud tools, and simple rules for client confidentiality.

Workflow automation map

Where AI fits vs traditional tools — and how to measure time saved.

Common use cases by professional role

How clients typically allocate AI-assisted work after setup.

How it works

Session 1Goals & tools — Your role, constraints, and quick wins.
Session 2Setup — Install, settings, and first real task together.
Session 3Workflows — Repeatable patterns and prompt library.
OptionalCheck-in — Office hours after you have used it for two weeks.

Outcomes teams care about

  • Confidence using AI daily without embarrassing mistakes
  • Hours saved on repetitive research and drafting
  • Clear boundaries for confidential or regulated work
  • Optional path into deeper vibe coding if you want to build tools

Frequently asked questions

I am not a developer — is Cursor still right for me?

Often yes, for document-heavy and file-based work. We pick the best tool for your comfort level — Cursor, Claude desktop, or browser workflows.

Will you access my company data?

Sessions use your machine and accounts. I guide setup; you control what content is used in examples.

Can my whole team join?

Small group workshops work well for shared standards. Larger org rollouts pair with the AI dev environment setup offering.

Do you offer ongoing coaching?

Yes. Monthly office hours or ad-hoc sessions are available after initial setup.

Want AI that fits your job, not a hype demo?

Tell me your role, tools you use today, and what you want to save time on. I will suggest a setup package.