---
title: AI adoption engagements
description: "Scoped packages for AI Adoption & Transformation - Diagnostic, Workflow Pilot, and Operating Model. What you get, what it takes, and how we scale together."
image: "https://wavepillars.com/og-image.jpg"
url: "https://wavepillars.com/ai-engagements/"
---

# AI Engagements

Scoped packages for AI Adoption & Transformation - Diagnostic, Workflow Pilot, and Operating Model. What you get, what it takes, and how we scale together. AI adoption for engineering and product organizations - with AI engineering and software delivery advisory as supporting capabilities. See [Capabilities](/capabilities/) for the full taxonomy.

## Engagements

Who each package is for, the problem it solves, what you get, and what we need from you.

### AI Adoption Diagnostic

Duration: 2 - 3 weeks. [Discuss](/contact/#message).

- **For whom:** CTO, delivery manager, or founder with licensed AI tools but no shared picture of maturity or where to start.
- **Problem:** Tools are bought and usage is uneven. Leadership lacks a clear view of blockers, readiness, and which bets to fund next.
- **What you get:** Facilitated assessment across teams, documented blockers, a maturity score, a measurement baseline defined before pilots, a prioritized adoption roadmap, ROI ranking, and a governance baseline.
- **Deliverable:** Written diagnostic report with current-state assessment, blockers, maturity score, measurement baseline, prioritized roadmap, ROI ranking, and governance baseline.
- **Expected outcome:** A shared decision basis for whether to pilot, what to pilot first, and what to defer.
- **What we need from you:** Access to key stakeholders, a tool and license inventory, and 3 - 5 working sessions.

### AI Workflow Pilot

Duration: 1 - 3 months. [Discuss](/contact/#message).

- **For whom:** Organizations ready to prove AI value with 1 - 2 named teams after a clear scope or diagnostic.
- **Problem:** You need measured workflow change - not another tool rollout or slide deck that stalls after kickoff.
- **What you get:** Selected use cases, redesigned workflows, team enablement, playbooks, clear scope and instructions, a KPI baseline with feedback loop, and a pilot report for 1 - 2 teams.
- **Deliverable:** Live workflows in production use, enablement materials, playbooks, a KPI baseline with feedback, and a pilot report for the pilot teams.
- **Expected outcome:** 1 - 2 teams operating with measured AI workflows and a clear operate-or-kill signal for scale.
- **What we need from you:** Named team(s), an executive or delivery sponsor, access to tools and systems, and a weekly working cadence.

### AI Adoption Operating Model

Duration: 3 - 12 months. [Discuss](/contact/#message).

- **For whom:** Organizations past first pilots that need a durable operating model to scale adoption across teams.
- **Problem:** Pilots do not stick. There is no governance, champion network, or scaling rhythm beyond the founding teams.
- **What you get:** Org-level ROI and governance, KPI cadence and feedback, adoption surveys, case studies, champions, scaling playbooks, policies, and an operating model that scales beyond the pilot groups.
- **Deliverable:** Operating model documentation, champion program, operating cadence, KPI cadence, adoption surveys, case studies, scaling playbooks, and policies.
- **Expected outcome:** Durable adoption capability that survives beyond the founding teams and can be defended to stakeholders.
- **What we need from you:** An executive sponsor, change capacity across teams, and ownership of policy and governance decisions.

Anchors: [/ai-engagements/#ai-adoption-diagnostic](/ai-engagements/#ai-adoption-diagnostic), [/ai-engagements/#ai-workflow-pilot](/ai-engagements/#ai-workflow-pilot), [/ai-engagements/#ai-adoption-operating-model](/ai-engagements/#ai-adoption-operating-model). Comparison matrix: [/ai-engagements/#engagements](/ai-engagements/#engagements).

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