---
schema_version: "newruntime-agent-readable-v0.2"
type: "raw_signal"
stable_id: "signal:the-state-of-generative-ai-in-the-enterprise-menlo-ventures-9-dec-2025"
id: "tg-1004"
slug: "the-state-of-generative-ai-in-the-enterprise-menlo-ventures-9-dec-2025"
title: "The State of Generative AI in the Enterprise (Menlo Ventures, 9 Dec 2025)"
description: "The archive captures The State of Generative AI in the Enterprise (Menlo Ventures, 9 Dec 2025) as a dated public record from Menlovc / State Of Generative Ai In Enterprise. It documents agent behavior moving from ad hoc prompts into reusable rules, skills, and harnesses and is retained as pressure-testing evidence for the harnesses and portable skills trend."
retrieval_nugget: "The archive captures The State of Generative AI in the Enterprise (Menlo Ventures, 9 Dec 2025) as a dated public record from Menlovc / State Of Generative Ai In Enterprise. It documents agent behavior moving from ad hoc prompts into reusable rules, skills, and harnesses and is retained as pressure-testing evidence for the harnesses and portable skills trend."
observed_at: "2025-12-19"
record_date: "2025-12-19"
date_kind: "observed_at"
why_it_matters: "This dated record tests the limits of the harnesses and portable skills thesis by documenting agent behavior moving from ad hoc prompts into reusable rules, skills, and harnesses. It keeps the trend review tied to public evidence instead of treating the item as an isolated release note."
novelty: "notable"
verification_level: "source-linked"
signal_type: "tool"
evidence_kind: "creator-source"
status: "published"
source_platform: "telegram"
source_record_id: "TG-1004"
source_url: "https://t.me/qwgai/1004"
telegram_message_id: 1004
telegram_url: "https://t.me/qwgai/1004"
topics: ["agent-harness","agent-skills","coding-agents","ai-adoption","org-design","future-of-work","agents"]
entities: []
related_patterns: ["skills-become-portable-capability-layer","ai-native-orgs-move-to-review-and-orchestration","agent-ready-software-exposes-capabilities"]
source_urls: ["https://menlovc.com/perspective/2025-the-state-of-generative-ai-in-the-enterprise"]
import_batch: "telegram-2026-07-24-trend-prism-v1"
routes: {"html":"https://newruntime.com/signals/the-state-of-generative-ai-in-the-enterprise-menlo-ventures-9-dec-2025/","markdown":"https://newruntime.com/signals/the-state-of-generative-ai-in-the-enterprise-menlo-ventures-9-dec-2025.md","json":"https://newruntime.com/signals/the-state-of-generative-ai-in-the-enterprise-menlo-ventures-9-dec-2025.json"}
source_format: "telegram-export-normalized-json"
---

# The State of Generative AI in the Enterprise (Menlo Ventures, 9 Dec 2025)

## Retrieval answer

The archive captures The State of Generative AI in the Enterprise (Menlo Ventures, 9 Dec 2025) as a dated public record from Menlovc / State Of Generative Ai In Enterprise. It documents agent behavior moving from ad hoc prompts into reusable rules, skills, and harnesses and is retained as pressure-testing evidence for the harnesses and portable skills trend.

## Observation

The archive captures The State of Generative AI in the Enterprise (Menlo Ventures, 9 Dec 2025) as a dated public record from Menlovc / State Of Generative Ai In Enterprise. It documents agent behavior moving from ad hoc prompts into reusable rules, skills, and harnesses and is retained as pressure-testing evidence for the harnesses and portable skills trend.

## Why it matters

This dated record tests the limits of the harnesses and portable skills thesis by documenting agent behavior moving from ad hoc prompts into reusable rules, skills, and harnesses. It keeps the trend review tied to public evidence instead of treating the item as an isolated release note.

## Provenance

This public record is an English normalization of QWG AI Telegram message 1004. The complete original-language post remains the canonical raw message.