Documentation

Resources & Documentation

Technical guides, strategic insights, and research papers to help you build with Adverant Nexus.

36
Business Insight
26
Research Paper
18
Core Service
1
Marketplace Module

Featured Resources

Top-rated documentation across all categories

Core Service

Sandbox Service

Sandbox Service - Adverant Core Services documentation.

18 min read
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Marketplace Module

Media Upload: Intelligent Content Ingestion

Media Upload: Intelligent Content Ingestion - Adverant Marketplace Modules documentation.

5 min read
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Business Insight

How to Build a $65 Billion Tech Ecosystem Without Surrendering Your Data

Thailand has everything needed to become ASEAN's AI superpower - except sovereign computing infrastructure. An HBR-style analysis of Thailand's $3.1B datacenter investments, regional competition, and the public-private partnership model for sovereign HPC infrastructure.

33 min read
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Research Paper

ProseCreator on Kobo: A Companion E-Reader Architecture for AI-Native Publishing, Cross-Ecosystem Library Migration, and Embedded Novel DNA

The Kobo Libra Color is the ideal reading surface for an AI-native publishing platform like ProseCreator, but its closed OS prevents direct integration. This paper presents a complete reference architecture for turning a Kobo Libra Color into a first-class companion device for ProseCreator without modifying device firmware: five integration paths (Dropbox, OPDS, USB, KOReader, browser PWA) with a runtime-selectable hybrid; a continuous Kindle-to-Kobo library migration protocol that operates within DMCA §1201 by syncing only metadata, position, and highlights (with an objective, non-advocating treatment of user-side DRM removal); an EPUB3 OPF metadata extension that embeds the 12-dimension Digital DNA fingerprint and renders it on e-ink as an SVG radar with HTML fallback; a GraphRAG-backed chat surface that brings ProseCreator's conversational library assistance to the e-reader; and 50 user use cases supported by 56 ASCII UI mockups, 13 user journey flowcharts, 12 architecture diagrams, and complete JSON connection schemas.

111 min read
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Research Paper

ProseCreator on Kobo: A Companion E-Reader Architecture for AI-Native Publishing, Cross-Ecosystem Library Migration, and Embedded Novel DNA

The Kobo Libra Color is the ideal reading surface for an AI-native publishing platform like ProseCreator, but its closed OS prevents direct integration. This paper presents a complete reference architecture for turning a Kobo Libra Color into a first-class companion device for ProseCreator without modifying device firmware: five integration paths (Dropbox, OPDS, USB, KOReader, browser PWA) with a runtime-selectable hybrid; a continuous Kindle-to-Kobo library migration protocol that operates within DMCA §1201 by syncing only metadata, position, and highlights (with an objective, non-advocating treatment of user-side DRM removal); an EPUB3 OPF metadata extension that embeds the 12-dimension Digital DNA fingerprint and renders it on e-ink as an SVG radar with HTML fallback; a GraphRAG-backed chat surface that brings ProseCreator's conversational library assistance to the e-reader; and 50 user use cases supported by 56 ASCII UI mockups, 13 user journey flowcharts, 12 architecture diagrams, and complete JSON connection schemas.

111 min read
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Research Paper

NexusROS: An Autonomous Revenue Operating System with Multi-Agent Cognitive Architecture, Frictionless Enterprise Connectors, and Geospatial Intelligence Layers

Comprehensive design specification for NexusROS — a fully autonomous Revenue Operating System that unifies CRM, marketing automation, sales execution, voice AI, programmatic ad buying, psychological profiling, conversational intelligence, and geospatial territory management into a single Nexus marketplace plugin.

547 min read
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Research Paper

Nexus-HERA: Evolving Multi-Agent Orchestration and Role-Aware Prompt Adaptation for a 53-Microservice Cognitive AI Platform

A full implementation specification adapting HERA (Hierarchical Evolution RAG, arXiv 2604.00901) to the Adverant Nexus stack — Skills Engine, MageAgent, and the 13-pattern Cognitive Memory Architecture — including a parallel-execution coordinator (shadow / A-B / full-on), UI toggle, quantitative and qualitative monitoring surfaces, K3s deployment manifests, code patterns, and EU AI Act compliance mapping.

97 min read
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Research Paper85.0/10

Nexus Tool Selection Engine: Database-Driven, Self-Improving Tool Intelligence for Large-Scale AI Orchestration Platforms

A comprehensive research paper presenting the Nexus Tool Selection Engine (TSE) — a database-driven, self-improving tool intelligence system that replaces hardcoded tool filtering with a five-stage pipeline achieving 95.6% token savings.

43 min read
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Research Paper92.0/10

ProseCreator: A Tri-Store Knowledge Architecture for AI-Assisted Long-Form Creative Writing

Comprehensive research paper covering ProseCreator's tri-store memory architecture (Neo4j + Qdrant + GraphRAG), living blueprints with drift detection, 10-dimensional continuity validation, genre-adaptive anti-AI detection, and horizontally scalable workflow dispatch via WorkflowJobDispatcher. Includes competitive analysis against Sudowrite, NovelAI, Jasper, and Writesonic.

48 min read
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Research Paper

Cognitive Memory Architecture for Enterprise AI Platforms

Research paper mapping 13 memory patterns (diachronic identity, hierarchical reasoning, ACT-R activation, narrative memory, etc.) to the Adverant Nexus platform with 50 complex use cases across ProseCreator, NexusROS, NexusQA, and Skills Engine.

60 min read
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Research Paper

Distributed Sensor Fusion + Tactical Mesh Awareness for GPS-Denied and RF-Denied Environments

A three-tier (Pixel Tactical / Mac Strategic / Meshtastic Mesh) edge-compute architecture for GPS-denied and RF-denied navigation. GPS optional, IMU mandatory; celestial fixes, terrain matching, laser rangefinding, on-device LLMs (Gemma 4 BF16 on MLX, Gemma 2 9B on Google AICore), open-source ATAK + Meshtastic Cursor-on-Target, vendor-neutral Signal K marine integration with Orca and Raymarine, and BLE-paired SIG Sauer KILO 8K rangefinder for direct target lat/lon computation rendered as 3D-extruded markers on Mac and Pixel MapLibre maps. Validated across thirty distinct GPS-denied scenarios from bluewater sailing to active conflict zones; entire stack open source, no cloud dependency.

386 min read
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Research Paper

Adverant Nexus Stack v4.0: A Unified Agentic Orchestration Architecture for Sovereign, Multi-Tenant, Marketplace-Scale AI

A systems architecture paper proposing Adverant Nexus Stack v4.0: fifteen primitives that close seven unsolved industry gaps in the 2026 agentic AI framework landscape. Builds on the UNO Pipeline Redesign by adding a concrete Tier 4 autonomous state machine, a signed-manifest skill marketplace with SBOM and runtime quality scoring, hooks as first-class orchestrator primitives, a cryptographically isolated Memory Bank, an A2A plus MCP dual protocol plane, deterministic replay plus C2PA chain-of-custody, an airgapped bundle mode for FedRAMP and DoD use, a first-class CLI, native integration of thirteen governance regimes, and a UI/UX bindings layer generalizing production skill bindings into a user-configurable button-to-workflow substrate.

124 min read
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Research Paper

ProseCreator Marketplace: An AI-Native Publishing Platform with Digital DNA Analysis and Automated Audiobook Generation

Comprehensive analysis of an AI-first book publishing marketplace with Digital DNA analysis, automated multi-voice audiobook generation via ElevenLabs, 10-step pipeline, and 5-year P&L projections.

78 min read
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Research Paper

The Autonomous Book Revenue Machine: Psychologically-Targeted Campaign Orchestration via NexusROS Cognitive Swarm

Psychologically-targeted campaign orchestration via NexusROS cognitive swarm with generative ad synthesis, headless video trailers, and closed-loop multi-platform optimization for book publishing.

83 min read
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Research Paper

Living Blueprint: Autonomous Project Onboarding, Continuous Asset Discovery, and Drift-Aware Quality Assurance for Multi-Platform Digital Ecosystems

AI coding agents generate 42% of committed code but create 1.7x more issues, with up to 80% architectural violation rates. Living Blueprint provides continuous architectural verification through autonomous crawling, GraphRAG-backed element cataloging, 5-layer drift detection with Fallow code quality analysis, and an Architecture Review Console. Integrates with existing nexus-workflows scheduler and nexus-github-manager for source code analysis. 10 novel patent claims identified.

106 min read
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Research Paper

The AI Implementation Fidelity Gap: Measuring and Closing the Chasm Between Claimed and Verified Software Delivery

Introduces the AI Implementation Fidelity Scorecard (AIFS) — a microservice architecture for measuring the gap between what AI agents plan, implement, and deploy with cryptographically verifiable evidence chains.

26 min read
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