General Tools & Templates for AI Projects

Turn weeks of planning into repeatable, decision‑ready artifacts: checklists, interview scripts, ROI models, planning worksheets, and reference examples you can copy, adapt, and use across audits, pilots, and roadmaps.

Why these templates matter

Teams often stall on AI work because they spend disproportionate time creating one‑off documents instead of testing ideas and making decisions. This collection gives you ready‑made, practical artifacts so you can focus on what matters—validating opportunities, aligning stakeholders, and measuring results—while keeping your work consistent and defensible.

What you'll understand and be able to do

Use these templates to: run a structured AI audit, conduct stakeholder interviews with consistent scripts, estimate costs and benefits with ROI models, design focused pilots with clear success criteria, evaluate vendors and contracts with checklists, and capture planning outputs in reusable worksheets. Each artifact is designed to be copied into your team’s workspace and tailored to local data, risks, and goals.

Who benefits

Practical for small teams and mid‑sized organizations launching AI work, including product and engineering teams designing pilots, operations and service managers assessing automation, consultants running discovery workshops, nonprofit leaders evaluating tools, healthcare teams planning proof‑of‑concepts, and manufacturing or trade supervisors aligning improvement projects. Not every template fits every context—use them as a starting point and adapt as needed.

How to use the collection (quick workflows)

Examples of common ways teams use these artifacts:

• Audit + Opportunity Assessment: run the checklist to map systems and data, use the interview script to collect stakeholder needs, then feed findings into the ROI model to prioritize pilots.
• Pilot Design: use the pilot worksheet to define scope, success metrics, risks, data needs, timeline, and handoff plan so pilots are measurable and reproducible.
• Vendor Evaluation: apply the vendor checklist and contract questions to compare offerings on capabilities, integrations, security, and support.

Real examples (short)

A regional clinic used the interview scripts to surface clinician workflows and reduced clinician time spent documenting by redesigning a small pilot. A construction firm used the risk checklist and ROI model to decide between two computer vision pilots. A nonprofit used the audit checklist to map data sources before investing in an analytics project.

Customize, govern, and scale

The templates are intentionally adaptable—copy them into your team or organizational domain, tailor language and metrics to local standards, and add governance checks (privacy, security, vendor review) before scaling. When you reuse consistent templates across projects, organizational memory improves and decision quality rises.

Platform fit and capabilities

This resource pairs well with THE’s collections and toolkits model: you can acquire or copy the starter pack into your site, adapt templates to local needs, and evolve them over time. When useful, convert static worksheets into interactive forms to capture responses and store them as structured JSON for later dashboards, audits, or scorecards.