AI basics for businesses
A sane way to think about AI in 2026: workflows, guardrails, and ROI.
The only question that matters
“What specific task do we want to get done faster, cheaper, or more consistently?” If you can’t name the task, AI won’t help.
Good fits
- Collecting intake details (from calls, forms, emails)
- Summarizing and routing requests
- Drafting standard documents (quotes, emails, notes)
- Scheduling, reminders, and follow-ups
Bad fits
- One-off “creative” tasks with no standards
- Anything where errors are unacceptable without checks
- Workflows with no clean source of truth (missing systems)
A simple ROI framework
- Pick a workflow that happens every day.
- Measure minutes saved per occurrence.
- Multiply by volume × hourly cost (or revenue impact).
- Add quality gains: fewer missed calls, faster response time, fewer errors.
What “guardrails” actually means
Guardrails are the difference between a fun demo and a business system: approvals for sensitive steps, validated templates, limited actions, and logs.
The goal isn’t “perfect AI.” It’s a reliable process that your team trusts.