Research

From paper
to production.

Publications, studies, and whitepapers on decision infrastructure and cognitive systems. With full methodology and real-world applicability.

Decision Infrastructure
Cognitive Systems
Memory Architecture
AI Safety & Governance
Production AI
Decision Quality
Publications

Papers & Whitepapers

Zirvox technical papers and whitepapers. PDF available upon request.

Whitepaper 2025
Cognitive Systems for Enterprise Decision-Making

From concept to implementation: structuring corporate decisions with persistent context, memory, and governed execution paths. Includes reference architectures for regulated industries.

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Technical Paper 2025
Context Layering: A New Paradigm

Navigable context layers from executive summary to granular drill-down, with full evidence preservation and traceability. How multi-level context changes the speed and quality of decisions.

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Technical Paper 2024
Measuring Decision Quality at Scale

A decision health framework: quantifying clarity, velocity, consistency, and degradation over time in production environments. Applied across enterprise deployments (n=14). Details in methodology.

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Technical Paper 2024
Persistent Memory for AI Agents

Persistent memory architecture enabling cross-session continuity, governance, and audit-ready traceability for deployed agents. Benchmark data included across agent workloads.

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Whitepaper 2024
Trust & Safety in Cognitive Systems

Safety as infrastructure: policies, gates, audit trails, and secure operation in regulated, high-stakes environments. Covers SOC 2 Type II controls, HIPAA-aligned deployments, and air-gapped patterns.

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Study 2024
ROI of AI-Assisted Decision Making

Impact study: how governed AI assistance affects decision throughput, risk reduction, and operational cost in real deployments. Self-reported data with full methodology.

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Upcoming

In preparation

Whitepaper • Q2 2026
Agent Release Gates: From Drift Detection to Production Rollback
Study • Q2 2026
Decision Latency in Regulated Industries: A Comparative Analysis
Paper • Q3 2026
Evidence-Linked Governance: How Lineage Changes Accountability
Paper • Q3 2026
Memory Systems Under Pressure: Retention, Retrieval, and Decay in Production Agents
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