← Back

Prototype · AI Adoption Intelligence

AI Adoption Signal & Change Readiness Tracker

AI-Enabled · Mock Data

✦ AI-Tracked

Adoption Signal Overview

Dragonboat AI adoption readiness, behavior signals, and intervention priorities across 8 Intuit business units · Q2-Q3 2026

8

BUs tracked

3

On track

2

Moderate

2

At risk

1

High risk

71% Overall Readiness

Portfolio readiness · target 85% by June 30

68%Avg. training
6 / 8Sponsors active
5 / 8Champions identified
June 30Q2 gate
Consumer Products On Track
91%
Training100%
SponsorActive
ChampionYes
Process adoption88%
TurboTax On Track
88%
Training95%
SponsorActive
ChampionYes
Process adoption82%
Small Business On Track
85%
Training88%
SponsorEngaged
ChampionYes
Process adoption79%
QuickBooks Moderate
79%
Training76%
SponsorPartial
ChampionNo
Process adoption72%
ProConnect Moderate
74%
Training70%
SponsorEngaged
ChampionNo
Process adoption68%
Tax Platform At Risk
62%
Training45%
SponsorDisengaged
ChampionNo
Process adoption55%
⚠ Training rescheduled 3×
Financial Services At Risk
58%
Training40%
SponsorUnconfirmed
ChampionNo
Process adoption48%
⚠ BU lead disengaged from onboarding
Credit Karma High Risk
45%
Training20%
SponsorAbsent
ChampionNo
Process adoption30%
⚠ No adoption plan · late start

Program View

Program Detail

Rollout timeline and per-BU progress for programs driving change adoption.

AI Portfolio Planning Rollout — Dragonboat Adoption Timeline

Intuit · Owner: Alison Whittaker · Q2 2026 milestone: June 30 · 6 of 8 BUs onboarded

Wave 1 · May 2026

Pilot — Consumer Products & TurboTax

Consumer ProductsTurboTax

✓ Complete · 100% trained · Champions active

Wave 2 · June 1–14, 2026

Small Business, QuickBooks & ProConnect

Small BusinessQuickBooksProConnect

✓ Onboarded · Training 76–88% · No champions in QB/ProConnect

Wave 3 · June 28, 2026 — Q2 Milestone

Tax Platform & Financial Services

Tax PlatformFinancial Services

In progress · Training sessions June 28 · At-risk BUs — see Action Plan

Wave 4 · Q3 2026 — Requires Intervention

Credit Karma

Credit Karma

High risk · No adoption plan · Sponsor absent · Emergency action required

TPM Operating Model Redesign — Change Impact

Intuit · Owner: Alison Whittaker · RACI approval pending

Phase 1 · April–May 2026

Current-state assessment

✓ Complete · 12 TPM process interviews conducted

Phase 2 · May–June 2026

New model design + RACI draft

✓ Complete · RACI submitted June 5

Phase 3 · Blocked

RACI approval + exec alignment

⚠ Pending 3 weeks · No exec sponsor · Q3 kickoff blocked

Phase 4 · Q3 2026 target

Rollout to all TPM teams

Pending RACI approval

Dragonboat Adoption — BU Progress Summary

Training and process adoption by business unit

BU Training Process Status
Consumer Products100%88%✓ Live
TurboTax95%82%✓ Live
Small Business88%79%✓ Live
QuickBooks76%72%✓ Live
ProConnect70%68%✓ Live
Tax Platform45%55%At Risk
Financial Services40%48%At Risk
Credit Karma20%30%High Risk

✦ AI-Analyzed

Behavior and Adoption Signals

Leading indicators, engagement metrics, confidence shifts, and AI-flagged adoption risks across all 8 BUs.

Platform Engagement Mixed
Consumer Products92%
TurboTax87%
Small Business81%
QuickBooks68%
ProConnect61%
Tax Platform38%
Financial Services31%
Credit Karma12%
Training Completion 68% avg
Consumer Products100%
TurboTax95%
Small Business88%
QuickBooks76%
ProConnect70%
Tax Platform45%
Financial Services40%
Credit Karma20%
✦ AI-Flagged Risks 3 critical
⚠

Credit Karma — No adoption plan ✦ AI

Zero training completion, absent sponsor, and no documented adoption plan with 6 weeks to Q3 cutover. Highest risk BU in the portfolio. Exclusion from Q3 AI features likely without emergency intervention.

⚠

Financial Services — BU lead disengaged ✦ AI

Declined two onboarding sessions without rescheduling. Platform engagement at 31%. AI signal: sponsor relationship breakdown — exec escalation required before June 28 session.

⚠

Tax Platform — Training resistance pattern ✦ AI

Sessions rescheduled 3× without completion. AI identifies this as a leading indicator of adoption failure — not a scheduling issue. Recommend converting remaining training to async format with a hard completion deadline.

✦ AI-Recommended

AI Intervention Plan

AI-generated adoption interventions for at-risk BUs. Prioritized by impact, confidence, urgency, and leadership attention required.

Credit Karma High Risk · 45%

Readiness gap: 40 points below target · No adoption plan · Sponsor absent

⚡ Act by June 28
1

Emergency sponsor meeting. Escalate to VP Product to assign an active sponsor before June 28. Without sponsorship, this BU cannot proceed to Q3 AI-enabled planning.

2

Assign a dedicated change agent. Embed a TPM from the AI Planning Rollout team as a temporary change agent for Credit Karma through Q3 rollout.

3

Create adoption plan. Develop a Credit Karma-specific adoption plan (training schedule, RACI, milestones) by July 5. Use Consumer Products as the template — highest readiness BU in the portfolio.

Financial Services At Risk · 58%

Sponsor unconfirmed · BU lead disengaged · Training at 40%

⚡ Act by June 27
1

Re-engage BU lead with exec escalation. Request VP-level outreach to Financial Services BU lead before the June 28 onboarding session. Do not proceed without confirmed attendance.

2

Confirm sponsor identity. Sponsor listed as "unconfirmed" — requires resolution before June 28. Without a named sponsor, RACI cannot be signed and TPM workflows cannot be embedded.

3

Set a training hard deadline. June 28 is the final scheduled session. Communicate that Q3 AI features will not be enabled for Financial Services without 80%+ training completion by July 5.

Tax Platform At Risk · 62%

Training rescheduled 3× · Sponsor disengaged · No champion

Act by July 1
1

Convert training to async format. Live sessions have been rescheduled 3× — a pattern of resistance, not scheduling conflict. Convert to async modules with a hard completion deadline of July 1.

2

Identify an internal champion. No champion exists in Tax Platform. Nominate a senior IC or tech lead as a Dragonboat power user. Champion activation is the single highest-leverage action available for this BU.

3

Re-engage sponsor. Schedule a 20-minute sponsor briefing to align on Q3 AI planning benefits and confirm RACI ownership. Share the Consumer Products and TurboTax adoption ROI data as motivation.

QuickBooks & ProConnect Moderate · 79% / 74%

Onboarded · No champions identified · Training momentum at risk

Monitor through July
1

Champion identification. Both BUs onboarded without an identified champion. Recommend recruiting a senior TPM or PM as champion within the next 2 weeks. Risk: without a champion, adoption plateaus below 80%.

2

Complete remaining training by July 15. QuickBooks at 76%, ProConnect at 70%. A structured push to 85%+ completion will move both BUs to On Track before Q3.