Multi-Agent Deliberation Architecture

Alignment Dialogues

N experts. Structured disagreement. Emergent truth.

Watch multiple AI experts deliberate on complex decisions, surface tensions, and converge on consensus through structured multi-perspective analysis.

See It In ActionHow It Works

Complex decisions require diverse perspectives

Single-model outputs miss nuance. Committee meetings suffer from groupthink. Analysis paralysis stalls progress. Hidden assumptions go unchallenged.

Groupthink

Single perspectives dominate, alternatives suppressed

Analysis Paralysis

Too many options, no framework for convergence

Hidden Assumptions

Blind spots remain unexposed until it's too late

How Alignment Dialogues Work

A structured four-phase process that transforms diverse expert opinions into convergent consensus.

01

Design Expert Pool

Create domain-appropriate experts with tiers (Core, Adjacent, Wildcard) and relevance weights.

02

Parallel Deliberation

N experts deliberate independently, each surfacing unique perspectives and potential tensions.

03

Track Tensions

The Judge synthesizes perspectives, assigns global IDs, and tracks tension lifecycle across rounds.

04

Detect Convergence

Monitor ALIGNMENT velocity. When gain approaches zero, the dialogue has reached consensus.

The ALIGNMENT Score

Each round is scored across four unbounded dimensions. The score can always go higher - there's always another perspective, another edge case, another context.

W
Wisdom
Perspectives integrated and synthesized
C
Consistency
Follows patterns, internally consistent
T
Truth
Grounded in reality, no contradictions
R
Relationships
Connections to other artifacts
Sample Dialogue Result
418
Total ALIGNMENT Score
112
W
104
C
102
T
100
R
Rounds to Convergence4
Tensions Resolved8/8
Expert Consensus8/8 (100%)

Use Cases

Any domain where multiple perspectives matter and stakes are high.

Investment Analysis

Demo Available

Portfolio managers deliberate on position sizing, risk exposure, and timing with Value, Growth, Risk, and Income perspectives.

Technical Architecture Review

Coming Soon

Platform, Security, SRE, and Cost perspectives evaluate system design decisions before implementation.

Policy Deliberation

Coming Soon

Legal, Compliance, Ethics, and Business perspectives align on policy decisions with documented reasoning.

Risk Assessment

Coming Soon

Multiple risk perspectives (operational, financial, reputational, technical) converge on mitigation strategies.

See Multi-Expert Deliberation In Action

Watch 8 investment experts deliberate on an NVIDIA position decision, moving from initial perspectives through 4 rounds to convergent consensus.

Explore the Demo