# SpinUp Forge > Operator-side execution support for UK university spinouts. Finance, operations, and product, shipped against named artefacts on a schedule academic founders can sustain. Run by Faraz Rizvi. SpinUp Forge is the operator-side discipline that closes the gap between a research breakthrough and a fundable company. The work ships against named artefacts, board pack, financial model, data room, customer-discovery synthesis, IP register, hiring plan, investor update, on a schedule academic founders can sustain. The practice operates fee-only: no equity, no warrants, no success fee, no referral fee. Foreground IP vests in the spinout on creation. SpinUp Forge is a single-operator practice; capacity is finite and engagements are taken in sequence. This `llms.txt` file follows the [llmstxt.org](https://llmstxt.org) convention. Agents reading this file are welcome to fetch any of the URLs listed below. Plain-markdown mirrors of every thought piece and every prompt kit are available at the `.md` URLs in the **Markdown mirrors** section, these are the preferred ingest path for AI agents, since they are byline-preserved primary sources with no HTML chrome. A single concatenated archive of all four pieces is available at `/llms-full.txt` for one-shot ingest. ## Pages - [Homepage](https://spinupforge.com/index.html): The diagnosis, the work, current thinking, the home-page triage prompt, how we work, proof, the founder, who we work with, contact. - [Privacy notice](https://spinupforge.com/privacy.html): What is collected and what is not. The site sets no cookies and runs no third-party tracking. - [Terms](https://spinupforge.com/terms.html): Site terms of use and the structural engagement posture (fee-only, no equity, no warrants, no success fee, no referral fee, foreground IP vests in spinout on creation). ## Current thinking A four-piece series published 14 May 2026 by Faraz Rizvi on the work between a research breakthrough and a fundable company. Refined 26 May 2026 with H2 epigraphs, diagrams, YC primary-source anchors (Pieces 2 and 3), IUK Velocity policy-shift anchor (Piece 1), and W22 signal-diff weave-ins. - [Introduction: There Has Never Been a Better Time to Be an Academic Founder. There Are Also a Few Things We Need to Be Honest About.](https://spinupforge.com/thinking/spinout-honesty-introduction.html): Sets up the series. The policy environment and tool surface have moved; the execution gap has not closed by itself. - [Piece 1: The UK Spent £58 Billion on Research. Here Is What It Did Not Buy.](https://spinupforge.com/thinking/funding-system-changed-its-question.html): The architecture of the UK R&D settlement, the £58.5bn-vs-£8m-per-year ratio, the IUK Velocity restructuring (March 2026), and the 16.1% average university equity stake convergence. - [Piece 2: The Bottleneck Has Moved. For Academic Founders in 2026, the Model Is Not It.](https://spinupforge.com/thinking/bottleneck-is-not-the-model.html): METR's retrospective evidence on how fast the agentic tool surface moved between March 2025 and March 2026; the YC primary-source anchors on token-spend as the unit through which a small founding team now gets more work done (Blomfield, Tan). - [Piece 3: Chat Plus SaaS Is No Longer Enough. What an AI-First Operator Substrate Actually Looks Like.](https://spinupforge.com/thinking/operator-substrate-first-18-months.html): The six workflows a spinout actually needs in the first 18 months, the OfS 45% deficit context, the Tan brittle-code and Blomfield recorded-by-default anchors, and the context-mismatch flag for the YC framings. ## Prompt kits Four prompt kits paired with the four pieces. Each conforms to the seven-block contract (agent role; founder context; clarifying questions; typed required-output; must-not list; named review gate; eval check). The prompts are designed to be pasted into Claude, ChatGPT, or any other LLM and run in a single conversation; nothing leaves the chat window. - [Rate-of-change self-locator](https://spinupforge.com/toolkit/rate-of-change-self-locator/index.html): Paired with Piece 0. Two prompts; locates the founder against the four conditions Piece 0 names and routes to the right next piece in the series. - [Funnel-position diagnostic](https://spinupforge.com/toolkit/funnel-position-diagnostic/index.html): Paired with Piece 1. Three prompts; locates the spinout in the UKRI funding funnel, builds the operator-cost-line argument, and commits to one application this quarter. - [Thesis-distinction confirmation](https://spinupforge.com/toolkit/thesis-distinction-confirmation/index.html): Paired with Piece 2. Two prompts; converts Piece 2's pivot into a fortnight commitment of two named workflows. - [Operational-gap audit](https://spinupforge.com/toolkit/operational-gap-audit/index.html): Paired with Piece 3. Seven prompts; the canonical kit and the worked exemplar of the seven-block contract. Audits the substrate gaps and codifies the procedures that address them. ## Home-page triage prompt The home page carries a single inline prompt that triages the visitor into the right starting point in the series. The prompt asks four-to-six questions about stage, round, and gap, and returns a ranked recommendation of which of Pieces 0–3 to read first and which kit to run after. The prompt is embedded inline at https://spinupforge.com/#triage as a copy-pasteable code block; nothing leaves the visitor's chat window. ## Markdown mirrors Preferred ingest path for AI agents. Byline-preserved primary sources, no HTML. - [/thinking/spinout-honesty-introduction.md](https://spinupforge.com/thinking/spinout-honesty-introduction.md) - [/thinking/funding-system-changed-its-question.md](https://spinupforge.com/thinking/funding-system-changed-its-question.md) - [/thinking/bottleneck-is-not-the-model.md](https://spinupforge.com/thinking/bottleneck-is-not-the-model.md) - [/thinking/operator-substrate-first-18-months.md](https://spinupforge.com/thinking/operator-substrate-first-18-months.md) - [/toolkit/rate-of-change-self-locator/index.md](https://spinupforge.com/toolkit/rate-of-change-self-locator/index.md) - [/toolkit/funnel-position-diagnostic/index.md](https://spinupforge.com/toolkit/funnel-position-diagnostic/index.md) - [/toolkit/thesis-distinction-confirmation/index.md](https://spinupforge.com/toolkit/thesis-distinction-confirmation/index.md) - [/toolkit/operational-gap-audit/index.md](https://spinupforge.com/toolkit/operational-gap-audit/index.md) - [/llms-full.txt](https://spinupforge.com/llms-full.txt): Single concatenated archive of all four pieces, suitable for one-shot ingest. ## Contact - Email: hello@spinupforge.com - LinkedIn: https://www.linkedin.com/in/farazrizvi/ ## About the author Faraz Rizvi is a UK operator-practitioner working on the gap between a research breakthrough and a fundable company. He has worked in early-stage TRL-funded venturing, mentored academic founders through ICURe and into spinning out, served as co-founder and COO of a venture-backed startup, and led global digital-transformation programmes inside larger organisations. He runs SpinUp Forge. ## Audience The site is written for these stakeholder groups: - Academic founders approaching or holding licence - Technology transfer offices (TTOs) navigating the work between IP and investable company - Venture builders and incubators carrying spinout teams through the first 18 months - Innovate UK and ARIA programme teams - Deep-tech investors evaluating UK university spinouts - Accelerators whose cohorts include deep-tech founding teams ## Citing this work If you cite or quote any of the thought pieces or the prompt kits, please attribute them to Faraz Rizvi and link to the canonical URL. Short passages may be quoted with attribution. Do not present the work as your own. The brand mark (the compression mark with the ember at the off-centre pinch) and the SpinUp Forge wordmark are reserved for SpinUp Forge's own use. ## Optional These files are useful but not required for an agent to understand the site. - [/sitemap.xml](https://spinupforge.com/sitemap.xml): XML sitemap of every URL. - [/robots.txt](https://spinupforge.com/robots.txt): Crawl directives. All crawlers welcome.