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The DecisionOps Guide

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The DecisionOps Guide

The engineering discipline for turning Question Debt into defensible, immutable Decision Records. Fifteen chapters from Situation capture to the compounding decision graph.

“Organizations don't have data problems. They have Question Debt: unanswered questions that compound silently until they surface as costly reversals.”
Chapters
0

Orientation

Decision decay, the reasoning layer, Situation-first entry, and Learning Nodes as decision infrastructure (workstation + Elen MCP + Lattice).

1

Reality of Decision-Making

How messy situations and pressure signals arrive first; Question Debt visibility via Progress Rail.

2

Mental Model

Decisions as first-class objects, Q-I-E triad, immutable Decision Records, supersedes edges, and Decision Graph.

3

DecisionOps Lifecycle

Seven-phase methodology mapped to ASK → DECIDE → ACTIVATE; Situation-first guided prompts, Progress Rail, frozen records.

4

Roles & Responsibilities

Decision Owner commitment role, step assignment, activity trail, Progress Rail; AI proposes, humans decide via Elen MCP.

5

Learning Nodes Artifacts

Situation → Question → immutable Decision Record; status aligned to product states, supersession for corrections.

6

Validation, Confidence, Epistemic Hygiene

DECIDE gates, human confidence, override rationale; non-competitive stance on BI and catalogs.

7

Decision Genealogy

Organizational learning via reference/supersede DAG; Decision Graph and Elen decision network surfaces.

8

Existing Tools

Non-competitive framing; LN stores decision context/records/evidence metadata, does not replace warehouse or BI.

9

AI-Assisted DecisionOps

Elen MCP for agent decision memory and Elen Lattice for live synthesis; manual-first, suggestion grounding tiers.

10

Anti-Patterns

How DecisionOps + Progress Rail + supersession eliminates drift, re-work, and silent contradiction.

11

In Practice

ASK/DECIDE/ACTIVATE timing for fast and complex decisions; pilot-era Progress Rail and activity trail.

12

Adoption and Maturity

Relief not compliance; Progress Rail completeness as early maturity signal; reuse/supersedes as roadmap.

13

Glossary

Situation, ASK/DECIDE/ACTIVATE, Decision Record (immutable), Decision Owner, Progress Rail, Elen, Lattice, Supersedes.

14

Appendix

Product-phase mapping to ASK/DECIDE/ACTIVATE, lifecycle examples, FAQ with open-core Elen boundaries.

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