YottalogicaData Management Advisory

Module 02 - DMO Establishment Pathway

Module 02 — Data Strategy Builder

Convert diagnostic evidence into strategy, initiatives, use cases, roadmap, and operating implications.

Continue to DMO Design

User-provided context

Organisation Context Panel

0 of 14 context fields completed
Local-only until backend persistence is enabled.

Strategy Agent Pipeline

Survey Gap Agent → 8 strategy agents

Do not proceed

Runtime generation is not enabled. Agent outputs are structured workspace sections and evidence labels only.

Survey quality control

0. Survey Gap Agent

Reviews the Module 01 diagnostic survey/report and identifies what the survey did not capture, what evidence is weak or missing, and what follow-up questions are required before finalising the strategy.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
strict
Depth
standard
Status
Not run
Assumptions
block
Strategy agent

1. Strategic Direction Agent

Converts diagnostic baseline and organisation context into strategic intent.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
balanced
Depth
standard
Status
Not run
Assumptions
flag
Strategy agent

2. Strategic Pillars Agent

Converts priority gaps into 4-6 strategic pillars.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
balanced
Depth
standard
Status
Not run
Assumptions
flag
Strategy agent

3. Data Domain & Source Landscape Agent

Identifies priority data domains, critical source groups, ownership gaps, and dependency risks.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
strict
Depth
standard
Status
Evidence required
Assumptions
flag
Strategy agent

4. Capability Target Agent

Sets target maturity by domain and horizon.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
balanced
Depth
standard
Status
Not run
Assumptions
flag
Strategy agent

5. Use Case Portfolio Agent

Generates and ranks candidate use cases by business value, feasibility, evidence strength, risk, and dependency.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
balanced
Depth
standard
Status
Not run
Assumptions
flag
Strategy agent

6. Initiative & Roadmap Agent

Converts gaps and use cases into initiatives and delivery waves.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
balanced
Depth
standard
Status
Not run
Assumptions
flag
Strategy agent

7. Governance & Operating Model Agent

Identifies ownership, stewardship, policy, quality, classification, access, privacy, risk, compliance, and decision-forum implications.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
strict
Depth
standard
Status
Evidence required
Assumptions
flag
Strategy agent

8. Success Metrics Agent

Defines strategy KPIs, baselines, targets, and evidence sources.

State
Enabled
Evidence
Missing diagnostic evidence
Strictness
strict
Depth
standard
Status
Not run
Assumptions
flag

Survey quality control

Survey Gap Findings

Do not proceed

Missing question areas

  • Module 01 diagnostic evidence

Weak evidence areas

  • No diagnostic baseline available

Recommended follow-up questions

  • Run Module 01 and generate the diagnostic handoff before final strategy production.

Strategy risk flags

  • Strategy generation is insufficient evidence until the diagnostic handoff exists.

Strategy Output Package

Evidence-backed strategy sections

Insufficient evidence
08

Data Strategy Narrative

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
09

Strategic Pillars

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
10

Capability Target Model

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
11

Prioritized Initiative Portfolio

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
12

Candidate Use Case Portfolio

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
13

Data Domain Roadmap

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
14

Analytics, Reporting & Data Product Roadmap

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
15

Governance & Operating Model Implications

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
16

Platform & Architecture Implications

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
17

Success Metrics

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
18

Survey Gap Findings

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
19

Evidence & Assumptions Register

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required
20

Module 03 Handoff Pack

Insufficient evidence. Load Module 01 diagnostic evidence before producing this strategy section.

Diagnostic evidenceUser-provided contextAssumption requiring validationSurvey gap / follow-up required

Evidence & Assumptions Register

Trace strategy recommendations to evidence

Evidence itemSourceUsed by agentConfidenceRecommendation supportedAssumption flagValidation requiredFollow-up question
Run Module 01 and generate the diagnostic handoff before final strategy production.Survey gap / follow-up requiredStrategic Direction AgentUnknownRun Module 01 firstYesRequired before final strategy sign-offRun Module 01 and generate the diagnostic handoff before final strategy production.

Handoff to Module 03

Structured inputs for DMO Design & Operating Model

Target DMO mandate

Translate strategy priorities into a clear governance mandate.

Required roles

Define owners, stewards, policy leads, quality leads, and decision forum roles.

Ownership gaps

Module 01 diagnostic evidence

Governance forum needs

Define steering, data council, domain review, and issue escalation forums.

Policy/control design needs

Convert priority gaps into control design scope.

Quality/control priorities

Prioritise measurement, evidence, issue workflow, and certification routines.

Classification/access implications

Define classification, access, privacy, and risk expectations.

Risk/compliance implications

Use risk flags and follow-up questions as design constraints.

Priority domains

No diagnostic domains loaded.

First 90-day control design focus

No first 90-day focus loaded.

Survey gaps Module 03 must consider

Run Module 01 and generate the diagnostic handoff before final strategy production.

Unresolved assumptions

Strategy generation is insufficient evidence until the diagnostic handoff exists.