Cognition · Software component

Negotiation Dialogue Manager

Software componentCognitionCognition & Memoryarc:NegotiationDialogueManager

A cognition component that exchanges proposals, preferences, constraints and reasoning with a human counterpart and recomputes proposals under revised constraint sets until a mutually acceptable solution emerges.

Responsibility. Conducts turn-based negotiation with a human toward a compromise solution.

Also known as: Negotiation protocol, Collaborative problem-solving agent

Direct neighbourhood (hover for relationship types)

Relationships

is configured by structural

Consensus Decision Protocol Ch10.2

invokes dependency

is invoked by dependency

Human Specialist Ch10.2

Design guidance

SHOULD explain its reasoning and constraints and recalculate under the counterpart's constraints rather than impose decisions unilaterally.

Quantitative guidance

As stated by the sources; verify before use.

Underwriting example: risk-based premium +18% vs competitor range 8-12%; pricing at +12% raises expected loss ratio from 73% to 81%, offset by limiting water-damage coverage (40% of claims) (Ch10.2).

Classification

Patterns: Collaborative problem-solvingPositional bargainingAdaptive strategy selectionDistributed decision-making
Quality attributes: Functional suitability: correctness and validity (ISO/IEC 25010 | NIST AI RMF: valid)
Risks mitigated: Unilateral decisions ignoring competing objectives

Sources

Ch10.2: T. Nguyen, "Proactive Agents," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.2. ISBN: 9798244538229.