Subvolts take AI insurance and standards are building confidence for safer, faster enterprise AI adoption. Nov 30, 2025 - Business
- Learn how to build confidence and manage risks for safer, faster AI integration into your operations.
This interview features founders of a company developing innovative infrastructure for AI adoption and risk management.
Underwriting Superintelligence: How AIUC is using Insurance, Standards, and Audits to Accelerate Adoption while Minimizing Risks
Audio streams from Erik Torenberg, Nathan Labenz. Your place is remembered on this device.
From Subvolts
Summary and analysis by Subvolts editorial, AI-assisted.
Rune Kvist and Rajiv Dattani of the AI Underwriting Company discuss their strategy for boosting enterprise AI adoption. They explain how certifying and insuring AI agents, using technical standards, audits, and insurance, builds "AI confidence infrastructure." Their model aims to address AI risks, enable risk pricing in new areas, and align financial incentives for safe AI deployment.
This episode explains how companies are creating "AI confidence" for businesses. By setting standards, performing checks, and offering insurance for AI systems, they aim to make it easier and safer for companies to use AI.
This episode offers insights into a novel approach to de-risking AI for businesses. It's for leaders and strategists evaluating AI integration and risk management. The discussion on standards, audits, and insurance is relevant as frontier labs like Google Gemini and OpenAI grapple with safe deployment and enterprise trust. This work could influence how AI adoption is managed across industries.
- HostNathan Labenz
- GuestRune Kvistco-founder, AI Underwriting Company
- GuestRajiv Dattanico-founder, AI Underwriting Company
- Guest: Rune Kvist and Rajiv Dattani
- Title: Underwriting Superintelligence: How AIUC is using Insurance, Standards, and Audits to Accelerate Adoption while Minimizing Risks
- Show: The Cognitive Revolution
- Length: 74 minutes
- Strategy: Certifying and insuring AI agents through technical standards, periodic audits, and insurance to build "AI confidence infrastructure."
Rune Kvist and Rajiv Dattani, co-founders of the AI Underwriting Company, reveal their innovative strategy for unlocking enterprise AI adoption. They detail how certifying and insuring AI agents, through rigorous technical standards, periodic audits, and insurance, builds crucial "AI confidence infrastructure." This discussion explores how their model addresses AI risks, enables risk pricing in nascent domains, and aligns financial incentives for safe, responsible AI deployment.
LINKS:
Sponsors:
Tasklet:
Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai
Shopify:
Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive
PRODUCED BY:
CHAPTERS:
(00:00) About the Episode
(02:53) AI Risks and Analogies
(09:14) Insurance, Standards, and Audits
(14:45) Insuring Ambiguous AI Risk (Part 1)
(14:54) Sponsor: Tasklet
(16:05) Insuring Ambiguous AI Risk (Part 2)
(25:26) Managing Tail Risk Distribution
(27:45) Introducing The AIUC1 Standard (Part 1)
(27:50) Sponsor: Shopify
(29:46) Introducing The AIUC1 Standard (Part 2)
(35:45) The Business Case
(40:43) Auditing The Full Stack
(48:00) The Iterative Audit Process
(54:58) The AIUC Business Model
(01:02:26) Aligning Financial Incentives
(01:08:56) Policy and Early Adopters
(01:11:58) Outro
SOCIAL LINKS:
Website: https://www.cognitiverevolution.ai
Twitter (Podcast): https://x.com/cogrev_podcast
Twitter (Nathan): https://x.com/labenz
LinkedIn: https://linkedin.com/in/nathanlabenz/
Youtube: https://youtube.com/@CognitiveRevolutionPodcast
Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
1 h 27AI:AM: Where's the Steering Wheel? My Agent Set the Password, Hidden Valence, Proofs Find Linux Bugs
WithCameron Berg, Everett Hildenbrandt, Grigore Rosu, Phil Maher
2 h 192 h 021 h 28AI:AM: A Level We Shouldn't Pass? Notes from The Curve + Tokens vs. Salaries & Is SaaS Cooked?
WithThomas Sohmers, swyx, Evan Miyazono, Edward Hu
32 minUnlocking AGI: How Life Changes for Everyone w/ Jack Hidary, Salim Ismail & Dave Blundin | EP #213
WithJack Hidary, Salim Ismail, Dave Blundin
1 h 13
1 h 23
38 minThe tiny team trying to keep AI from destroying everything
WithHayden Field
Questions people ask
- What is the AI Underwriting Company's strategy?
- They certify and insure AI agents through technical standards, audits, and insurance to build "AI confidence infrastructure" and accelerate adoption while minimizing risks.
- What is the AIUC1 Standard?
- The notes mention the introduction of the AIUC1 Standard as part of their approach to managing AI risks and enabling risk pricing.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Erik Torenberg, Nathan Labenz.