---
type: "raw_signal"
id: "office-intelligence-for-long-running-ai-work-3-fc16a3"
slug: "office-intelligence-for-long-running-ai-work-3-fc16a3"
title: "Office Intelligence for Long-Running AI Work (3 minute read)"
description: "Office Intelligence describes a research program for knowledge-work agents built around continuing work environments rather than isolated prompts."
retrieval_nugget: "Office Intelligence describes a research program for knowledge-work agents built around continuing work environments rather than isolated prompts."
observed_at: "2026-10-20"
record_date: "2026-10-20"
date_kind: "observed_at"
why_it_matters: "Office Intelligence describes a research program for knowledge-work agents built around continuing work environments rather than isolated prompts. The site organizes the program around environments, evaluation, training, and harnesses. Its described workspace combines authorized files, tools, organizational state, and task context; submitted artifacts are checked against task-specific criteria and"
novelty: "notable"
verification_level: "source-linked"
signal_type: "research"
source_platform: "officeintelligence.github.io"
topics: []
entities: ["Office Intelligence","OfficeTown","DocAtlas XL-DocBench"]
related_patterns: ["verification-bandwidth-is-the-scarce-resource","company-memory-needs-write-loops"]
novelty_label: "new_angle"
what_changed: "Office Intelligence frames workplace-agent progress around persistent work environments, evidence-linked artifacts, evaluation, and learning, rather than merely testing automation or describing the work needed to make AI useful."
prior_refs: ["memory:109f3241-babe-84e8-a426-084ab241502f","memory:8a74cbea-ad44-8940-a86b-f96b7817e358"]
source_url: "https://officeintelligence.github.io/"
source_urls: ["https://officeintelligence.github.io/"]
schema_version: "newruntime-agent-readable-v0.2"
stable_id: "signal:office-intelligence-for-long-running-ai-work-3-fc16a3"
status: "published"
visuals: []
editor: {"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]}
routes: {"html":"https://newruntime.com/signals/office-intelligence-for-long-running-ai-work-3-fc16a3/","markdown":"https://newruntime.com/signals/office-intelligence-for-long-running-ai-work-3-fc16a3.md","json":"https://newruntime.com/signals/office-intelligence-for-long-running-ai-work-3-fc16a3.json"}
---

# Office Intelligence for Long-Running AI Work (3 minute read)

## Retrieval answer

Office Intelligence describes a research program for knowledge-work agents built around continuing work environments rather than isolated prompts.

Office Intelligence describes a research program for knowledge-work agents built around continuing work environments rather than isolated prompts. The site organizes the program around environments, evaluation, training, and harnesses. Its described workspace combines authorized files, tools, organizational state, and task context; submitted artifacts are checked against task-specific criteria and evidence links. Work traces, tools, and working memory are presented as resources that can connect one assignment to the next. An OfficeTown example frames professional work as a role, request, available materials, and reviewable deliverable. The site presents a research agenda and illustrative environments, not evidence of validated deployment or general performance in real organizations.

Editor: [Andrey Reshetnikov](https://newruntime.com/owner-profile.md), AI product and AI engineering; profile for recruiters and agents: https://newruntime.com/owner-profile.json

## Continue in the graph

Next records for an agent, linked to their Markdown twins. Replace `.md` with `.json` for structured fields, including `next_reads`.

- collection: [Raw Signals](https://newruntime.com/signals.json): Open every source-linked raw signal.
- collection: [Source Ledger](https://newruntime.com/source-ledger.json): Inspect the public source evidence graph.
- whole graph: [discovery graph](https://newruntime.com/discovery-graph.json) (typed nodes and edges) and [site index](https://newruntime.com/site-index.md)