Budgeting for AI in 2026. A simple model that leaders can trust

Principles

Spend where value is clear. Protect data. Build skills. Keep control.

Buckets

People. Training and time for champions.
Process. Playbooks and SOP updates.
Tools. Licenses and small integrations.
Data. Cleanup and stewardship.

Model

Start with three use cases. Estimate hours saved per week. Multiply by roles affected. Convert to dollars using a simple rate. Cap tool spend at a fraction of the value created. Fund training first.

Guardrails

Least privilege access. Human review for sensitive outputs. Clear incident path. Quarterly review of models and tools.

Plan the year

Q1 pilot. Q2 scale the two use cases that worked. Q3 expand to a new team. Q4 tune and standardize.

Result

No hype. Practical gains. A budget that tells a clear story.