Audit + ROI map

Find the AI plays that pay off—and avoid the ones that won’t.

I audit your workflows, data, and constraints to produce a ranked list of AI automation opportunities, with ROI, risks, and delivery steps your team can act on.

Discovery with constraints

We map candidate workflows, data sources, stakeholders, and risks (compliance, privacy, change management) so recommendations are grounded in reality.

Scoring and ROI

Each opportunity is scored for impact, effort, and risk. You get a ranked list and a practical ROI estimate tied to your costs and team capacity.

Feasibility + guardrails

We outline the guardrails needed—access controls, logging, review checkpoints—so automation doesn’t introduce new risk.

Prioritized plan

First workflows to automate, dependencies to clear, and a milestone plan that’s shippable without boiling the ocean.

What you get

Opportunity map

Ranked workflows with impact/effort/risk, owners, and data needs.

ROI snapshot

Cost/benefit ranges, success metrics, and leading indicators.

Risk + guardrails

Access, governance, and verification requirements to keep changes safe.

Execution plan

Phased rollout with milestones, owners, and a quick-win starter workflow.

Ready to prioritize

Let’s map the wins and start with the safest, highest ROI workflow.

We’ll align on constraints, pick the first play, and ship it with guardrails.