---
title: "Context as Architecture: Full-Corpus Grounding, Orchestrated Agentic Development, and Compliance-by-Design in a Production AI Assistant Platform"
url: "https://talirezun.com/library/context-as-architecture"
markdown: "https://talirezun.com/library/context-as-architecture.md"
type: "Paper"
brand: "Research"
published: "2026-08-01"
updated: "2026-10-21T16:10:39.865Z"
authors: ["Dr. Tali Režun"]
series: "The Curator"
topics: ["Lumina AI"]
---

# Context as Architecture: Full-Corpus Grounding, Orchestrated Agentic Development, and Compliance-by-Design in a Production AI Assistant Platform

- URL: https://talirezun.com/library/context-as-architecture
- Type: Paper
- Brand: Research
- Published: 2026-08-01
- Updated: 2026-10-21
- Author: Dr. Tali Režun
- Series: [The Curator](https://talirezun.com/library?series=the-curator)
- Topics: Lumina AI

## Summary

This paper reports a longitudinal design-science case study of a single production artefact — Lumina, a multi-tenant AI assistant platform — across two complete generations built fourteen months apart in capability terms and seven months apart in calendar terms.

## Overview

Enterprise adoption of large language models is constrained by three problems that are usually treated separately: factual reliability, development throughput, and regulatory conformity. This paper reports a longitudinal design-science case study of a single production artefact — Lumina, a multi-tenant AI assistant platform — across two complete generations built fourteen months apart in capability terms and seven months apart in calendar terms.

## Editions

Where to read the full work (the canonical edition first):

- [ResearchGate](https://www.researchgate.net/publication/411102830_Context_as_Architecture_Full-Corpus_Grounding_Orchestrated_Agentic_Development_and_Compliance-by-Design_in_a_Production_AI_Assistant_Platform) (canonical)
- [PDF](https://talirezun.com/library/context-as-architecture/pdf)

## Cite this work

Režun, D. T. (2026). Context as Architecture: Full-Corpus Grounding, Orchestrated Agentic Development, and Compliance-by-Design in a Production AI Assistant Platform. talirezun.com. https://talirezun.com/library/context-as-architecture

## Related

- [Every Product Needs a Home](https://talirezun.com/library/every-product-needs-a-home.md)
- [Knowledge Accumulates, State Supersedes: Structuring and Carrying Context for Multi-Session, Multi-Harness AI Agent Work — A Design Study of The Curator, an Open-Source Context Engine](https://talirezun.com/library/knowledge-accumulates-state-supersedes.md)
- [The Right Context, Not All of It](https://talirezun.com/library/right-context-not-all-of-it.md)

---

HTML page: https://talirezun.com/library/context-as-architecture · The whole Library: https://talirezun.com/library.md