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Databricks Apps Adoption Playbook

Field vs Product framework for driving adoption

3-6-12 Month Action Plan

Action-oriented plan with specific deliverables, owners, and timelines.

Related Documents: Hypotheses Traceability

Plan Overview

gantt
    title 12-Month Adoption Roadmap
    dateFormat  YYYY-MM
    axisFormat  %b

    section Phase 1: Prove It
    Lighthouse accounts      :p1a, 2026-01, 2w
    Council launch           :p1b, 2026-01, 2w
    Enablement sprint        :p1c, 2026-02, 6w
    Strategic wins           :milestone, p1m, 2026-03, 1d

    section Phase 2: Scale It
    Attach tracking          :p2a, 2026-04, 4w
    Playbook v1              :p2b, 2026-04, 8w
    Regional rollout         :p2c, 2026-05, 6w
    Attach improvement       :milestone, p2m, 2026-06, 1d

    section Phase 3: Expand It
    SI pilot                 :p3a, 2026-07, 8w
    Coverage expansion       :p3b, 2026-08, 12w
    Full coverage            :milestone, p3m, 2026-12, 1d

Hypothesis-Action Connection

Phase Primary Hypotheses Tested Decision Point
P1 (M1-3) H3 (Full-Funnel GTM), H6 (Metrics Align), H8 (Motions) Month 3: Enablement working? BU buy-in?
P2 (M4-6) H1 (Tip of Spear), H4 (Archetypes), H7 (Net-New), H8 Month 6: Attach improving? Archetypes hold?
P3 (M7-12) H2 (Moat), H5 (SI vs FDE) Month 9: Moat real? SI working?

Phase 1: Prove It (Month 1-3)

Objective

Land 3-5 strategic wins that prove Apps can drive deep platform adoption.

Key Results

KR Target Measurement
KR1 3-5 strategic wins documented Win narratives with business value
KR2 FE enablement for top 3 topics complete Training completion rate
KR3 Apps Adoption Council launched Weekly cadence established
KR4 Exec alignment with 3+ BU leaders Sponsorship commitments
KR5 Quality motion piloted 3 lighthouse accounts

Month 1: Foundation

Week Deliverable Tests Hypothesis Owner
W1 Lighthouse account list (10-15 accounts) H1, H4 Adoption Architect
W1 Apps Adoption Council charter + invite All Adoption Architect
W2 Security/governance patterns v1 (draft) H3 Adoption Architect
W2 First Apps Adoption Council meeting All Adoption Architect
W2 FE confidence survey (baseline) H3 Adoption Architect
W3 Lighthouse account outreach (top 5) H1, H4 AA + FE
W3 Competitive talk track v1 (Palantir focus) H5 Adoption Architect
W3-4 Align with 3 industry leads on Apps use cases H3 Adoption Architect
W4 Exec briefing deck for SVP/VP alignment H6 Adoption Architect
W4 App discovery workshop design H3, H4 AA + Enablement
W4 Create guided selling triggers v1 H3 Adoption Architect
W2-4 Align with PS leadership on Apps capacity H8 AA + PS
W3 Get baseline retention data by segment H8 AA + Analytics

Month 1 Checkpoint: Council running, lighthouse accounts identified, first enablement drafts ready, FE baseline captured, industry leads engaged, PS alignment started.


Month 2: Enablement Sprint

Week Deliverable Tests Hypothesis Owner
W5 Security/governance patterns finalized H3 Adoption Architect
W5 Exec alignment meetings (2-3 SVP/VPs) H6 Adoption Architect
W6 Security patterns training pilot (HLS + FSI) H3 AA + Enablement
W6 Lighthouse account deep-dives (3 accounts) H1, H4, H7 AA + FE
W7 App discovery workshop pilot H3, H4 AA + Enablement
W7 Competitive talk track training H5 Adoption Architect
W8 First strategic win candidate identified H1 AA + FE
W8 Attach rate definition proposal to BU leaders H6 Adoption Architect
W6-8 Document “Month of Apps” playbook H3 Adoption Architect
W7 Propose Apps demo for Data+AI Summit 2026 H3 Marketing + AA
W8 Guided selling triggers training pilot H3 Adoption Architect
W5-6 PS engagement for lighthouse accounts H8 AA + PS
W7 Correlate PS engagement with retention H8 AA + Analytics

Month 2 Checkpoint: First enablement delivered, lighthouse accounts progressing, exec buy-in building, hackathon playbook documented, PS engaged for Quality motion.


Month 3: First Wins

Week Deliverable Tests Hypothesis Owner
W9 Strategic win #1 documented H1, H4 AA + FE
W9 Enablement scaled to all regulated verticals H3 Enablement team
W10 Loss analysis framework v1 H2, H7 Adoption Architect
W10 PM feedback synthesis (Q1) All Adoption Architect
W11 Strategic win #2-3 in progress H1, H4 AA + FE
W11 BU+1 newsletter #1 (Apps edition) H6 Adoption Architect
W12 FE confidence survey (post-enablement) H3 Adoption Architect
W12 Phase 1 retrospective + Phase 2 plan All Adoption Architect
W12 Exec readout on strategic wins H6 Adoption Architect
W10-12 Define EBC Apps coverage standard H3 AA + EBC Team
W11 Create App First Demo repository H3 AA + Industry Leads
W9-10 Pilot Quality motion with 3 lighthouse H8 AA + PS + FE
W11 Document Quality motion playbook draft H8 Adoption Architect
W12 Retention tracking by motion (baseline) H8 AA + Analytics

Month 3 Checkpoint: 2-3 strategic wins, enablement scaled, exec alignment confirmed, EBC standard defined, demo repository live, Quality motion piloted.

Phase 1 Hypothesis Decisions (End of Month 3)

Hypothesis Decision Criteria If Validated If Invalidated
H3 FE confidence improved ≥20% Scale enablement to all verticals Investigate product blockers
H6 3+ BU leaders accept metrics Operationalize attach tracking Revise metric definitions
H8 PS-engaged accounts show higher retention Scale Quality motion with PS Investigate other retention drivers

Phase 2: Scale It (Month 4-6)

Objective

Build attach rate tracking and scale proven playbooks across verticals.

Key Results

KR Target Measurement
KR1 Attach rate tracking live Dashboard operational
KR2 Playbook v1 published Field adoption rate
KR3 5+ additional strategic wins Win narratives
KR4 PM roadmap influence demonstrated Features prioritized
KR5 Both motions piloted with playbooks Retention improvement

Month 4-6 Deliverables

Month Key Deliverables Owner
M4 Attach rate tracking, Reference architectures (backend), EBC pilot AA + Analytics
M5 Business Cockpit playbook, Deep Vertical playbook, Playbook pilots Adoption Architect
M6 Playbook v1 published, Attach rate baseline, Both motion playbooks Adoption Architect

Phase 2 Hypothesis Decisions (End of Month 6)

Hypothesis Decision Criteria If Validated If Invalidated
H1 Attach rate measurable and positive Emphasize “tip of spear” narrative Reposition Apps as standalone
H4 80%+ wins fit 3 archetypes Scale archetype playbooks Refine or expand archetypes
H7 Net-new win rate > migration Maintain net-new focus Reconsider migration for FY27
H8 Motion-matched accounts better retention Scale motion-specific playbooks Investigate unified approach

Phase 3: Expand It (Month 7-12)

Objective

Drive coverage expansion and establish sustainable operating rhythm.

Key Results

KR Target Measurement
KR1 Coverage: 50+ unique accounts with production Apps Telemetry
KR2 Attach rate improvement vs. baseline Dashboard
KR3 SI partnership pilot 1-2 SIs engaged
KR4 Playbook v2 with product updates Field adoption

Month 7-12 Deliverables

Month Key Deliverables Owner
M7-8 Coverage campaign launch, SI partner identification, Horizontal playbook AA + Partners
M9 SI pilot launch, Coverage milestone (30 accounts), Quantity motion scale AA + Partners
M10-11 Playbook v2 published, SI pilot retrospective, Coverage milestone (50) Adoption Architect
M12 FY27 plan draft, Annual retrospective Adoption Architect

Phase 3 Hypothesis Decisions (End of Month 9-12)

Hypothesis Decision Criteria If Validated If Invalidated
H2 Win rate vs hyperscalers improving Double down on ecosystem messaging Compete on specific features
H5 SI time-to-value ≤ internal Scale SI program for FY27 Consider internal FDE build

Success Criteria by Phase

Phase You’ve Succeeded If… You’ve Failed If…
P1 3+ strategic wins, exec sponsorship, enablement delivered No wins, no exec buy-in, enablement not adopted
P2 Attach tracking live, playbooks used, 5+ wins No tracking, playbooks ignored, pipeline stalled
P3 50+ accounts, attach improved, SI motion started Coverage flat, attach declining, no SI traction

Operating Rhythms

Rhythm Frequency Start Owner
Apps Adoption Council Weekly M1 W2 Adoption Architect
BU+1 Newsletter Monthly M3 W3 Adoption Architect
Exec Readout Quarterly M3 W4 Adoption Architect
PM Feedback Synthesis Quarterly M3 W2 Adoption Architect
Loss Analysis Review Monthly M3 W2 Adoption Architect

Risk Mitigation

Risk Likelihood Impact Mitigation
Lighthouse accounts don’t convert Medium High Diversify pipeline, lower qualification bar
Enablement doesn’t change behavior Medium High Exec mandate, measure completion + application
Product gaps block wins High Medium Position for right use cases, manage expectations
BU leaders don’t accept attach metrics Medium High Start qualitative, build to quantitative
FE time constraints High Medium Prioritize top accounts, leverage SI partners

Last Updated: January 2026