Whitepapers & Research

Decision Intelligence
Research Library

Download frameworks, research, and insights on hidden disagreement, consensus intelligence, and decision alignment at scale.

Featured Research

Research Library

Frameworks, data, and insights for leaders who make decisions that matter.

AI Industry 28 pages

The Decision Intelligence Gap: Why AI Platform Evaluations Stall

61% of enterprise AI platform evaluations fail at the buying committee stage — not the technology stage. Learn how decision intelligence closes the alignment gap before it kills your deal.

400+ AI evaluations
Enterprise buying committees
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Consulting Industry 32 pages

The Alignment Imperative: Why Consulting Firms Win or Lose Before the Proposal

Consulting firms struggle with low proposal win rates due to stakeholder alignment issues. Analysis of how alignment economics determine engagement success and renewals.

300+ proposals analyzed
Alignment methodology
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RevOps Industry 36 pages

The No-Decision Crisis: Why RevOps Can See Every Stage of the Funnel Except the One That Matters

Revenue Operations teams have instrumented every layer of the funnel — yet 40–60% of qualified opportunities end in no decision. New research identifies the invisible buying committee misalignment that pipeline intelligence cannot detect.

500+ enterprise cycles
Buying committee analysis
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Research Report 24 pages

The 8 Invisible Disagreements

Deep-dive analysis of the universal factors where stakeholder alignment breaks down silently. Risk tolerance, time horizon, success definition, resource commitment, and more.

850 decisions analyzed
8 universal factors
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Industry Analysis 18 pages

Revenue Operations: The No-Decision Crisis

How hidden disagreement stalls 40-60% of B2B deals at final stage. Analysis of 500+ enterprise sales cycles, forecast accuracy data, and consensus failure patterns.

$2.4B deal value studied
500+ sales cycles
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Methodology 16 pages

The Probe Method: AI-Powered Alignment

Technical deep-dive into lucix's approach to surfacing hidden disagreement. How intentionally imperfect AI positions provoke corrective responses that reveal truth.

Probe Method explained
Two-Stance Model
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Risk Analysis 20 pages

The FOMU Effect: Fear of Messing Up in Group Decisions

Why smart people stay silent in group decisions and how silence compounds. Research on psychological safety, career risk, and the viral mechanics of consensus theater.

85% feel unable to speak
Viral silence mechanics
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Framework 12 pages

Strategic Planning: Hidden Executive Misalignment

How C-suite teams appear aligned on strategy while holding fundamentally different definitions of success, timeline, and commitment. 200+ strategic initiatives analyzed.

200+ initiatives
73% stall rate
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M&A Analysis 22 pages

M&A Due Diligence: Integration Risk Hidden in Consensus

Why "everyone approves" deals fail post-close. Analysis of 50+ acquisitions, integration failure patterns, and the cost of undisclosed stakeholder concerns.

50+ acquisitions
$4M avg hidden cost
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Quick Reads & One-Pagers

Get the core insights in under 600 words.

One-Pager

lucix for Revenue Leaders

How lucix eliminates "no decision" in complex B2B sales by surfacing hidden stakeholder disagreement before deals stall.

3 min read PDF
Download PDF
One-Pager

The Probe Method Explained

How lucix uses intentionally imperfect AI positions to provoke corrective responses that reveal stakeholder truth.

2 min read PDF
Download PDF
One-Pager

8 Universal Factors Cheat Sheet

Quick reference guide to the 8 dimensions where stakeholder alignment breaks down in silence.

2 min read PDF
Download PDF
One-Pager

ROI Calculator: Cost of Hidden Disagreement

Interactive worksheet to quantify the cost of misalignment in your organization's decision processes.

5 min read Excel
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