ai-flywheel.com valid
AI Flywheel
Human-centred AI design training, community, and consulting for UX, product, and service designers and design leaders. Founded by Riley Coleman in Sydney, Australia. Built on original research with 240 designer interviews across IBM, Microsoft, CSIRO, and Atlassian.
- Authority
- 46 reach 0 · trust 10 · quality 21 · freshness 15
- Tier
- listed
- llms.txt
- https://ai-flywheel.com/llms.txt
- Sections
- 7
- Links
- 52
- Size
- 12458 bytes
- Registered
- 2024-10-11
- Country
- United States Hosting inference
- Hosting country
- United States Hosting inference
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-26T11:41:58.809Z
- Last checked
- 2026-10-26T11:41:59.977Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T11:41:58.816Z. Cached copy · Source on ai-flywheel.com
# AI Flywheel
> Human-centred AI design training, community, and consulting for UX, product, and service designers and design leaders. Founded by Riley Coleman in Sydney, Australia. Built on original research with 240 designer interviews across IBM, Microsoft, CSIRO, and Atlassian.
AI Flywheel helps experienced designers and design leaders adopt AI effectively without compromising user trust, ethical practice, or design craft. The company is best known for the Trust Journey Framework, the STOP Framework for when NOT to use AI, the Strategic Friction Framework for designing deliberate pause points into AI products, the Five Question Human Wisdom Check, and the Goldilocks Formula for privacy-preserving prompting.
Founder Riley Coleman (they/them) is a former design leader at Telstra. AI Flywheel runs a cohort-based course (Trustworthy AI for Designers), a peer community of experienced designers, and consulting engagements for design teams navigating AI adoption. All frameworks and teaching materials are grounded in original research, including 240 designer interviews and the State of AI in Design 2025 study.
## About
- [AI Flywheel homepage](https://ai-flywheel.com): Human-centred AI design training for designers, based on 240 designer interviews. Sydney, Australia. Founded by Riley Coleman.
- [About Riley Coleman](https://ai-flywheel.com/about): Founder background, research methodology, and approach to AI design education. Former design leader at Telstra.
- [Insights](https://ai-flywheel.com/insights): Research, frameworks, and practical guidance for designers working with AI. Original insights from 240 designer interviews and seven cohorts.
- [Newsletter](https://ai-flywheel.com/newsletter): Weekly AI Adoption Insights newsletter on AI design practice, ethics, and team adoption.
- [Contact](https://ai-flywheel.com/contact): Get in touch with the AI Flywheel team for training, consulting, or speaking enquiries.
## Frameworks
These five frameworks are AI Flywheel's proprietary intellectual property, developed by Riley Coleman from 240 designer interviews. They are taught in AI Flywheel courses and applied in consulting engagements.
- [Frameworks Index](https://ai-flywheel.com/frameworks): All AI Flywheel frameworks in one place. Trust Journey, STOP, Strategic Friction, Five Question Human Wisdom Check.
- [Trust Journey Framework](https://ai-flywheel.com/frameworks/trust-journey): Maps how designers and users move from AI scepticism to confident integration. The flagship framework for designing trust into AI experiences. Free resource.
- [STOP Framework](https://ai-flywheel.com/frameworks/stop-framework): A practical decision-making tool for when NOT to use AI. Helps designers and teams identify cases where human judgment must supersede AI recommendations.
- [Strategic Friction Framework](https://ai-flywheel.com/frameworks/strategic-friction): A UX design principle for organisational AI systems. Challenges the assumption that frictionless eq
…Related sites
Similar publisher descriptions and documentation. Similarity does not imply affiliation or equivalent capabilities.
| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| humansplus.ai | Humans + AI | documentation Media AI and machine learning +1 | — | 50 | ✓ | ✓ | |
| xploreux.com | AI Adoption \| UX Consultancy: Crafting UX for Success: Usability Testing, Audits, Reviews, and Strategy to Boost Your Business\! | documentation Design | US | 46 | ✓ | ||
| deepenglobal.com | Deepen | documentation | PL | 50 | ✓ | ✓ | |
| werchota.ai | Werchota.ai | documentation AI and machine learning Media | US | 46 | ✓ | ||
| innovatingwithai.com | Innovating with AI | informational AI and machine learning | US | 50 | ✓ | ✓ | |
| tripwiredigital.co.nz | Tripwire Digital | documentation AI and machine learning Business software | US | 45 | ✓ | ✓ | |
| deepgrain.ai | Deepgrain | documentation AI and machine learning | US | 46 | ✓ | ✓ | |
| bradenkelley.com | Braden Kelley - Human-Centered Change, Innovation, Futurology & Experience Design | documentation Design | US | 52 | ✓ |
Machine-readable: GET /v1/resolve?q=ai-flywheel.com · GET /v1/domain/ai-flywheel.com · this page as Accept: application/json or text/markdown · MCP lookup_domain
Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.
Own or manage this website?
If you own or manage ai-flywheel.com, you can update its listing and review file health, discovery activity and score history.
Manage this listing — optional
What verification unlocks
See how your site is discovered—and control what agents see.
- See your website in the map
Review your indexed topics, nearby publishers sharing headings, measured listing exposure and map snapshots in a private report for your website.
- Control what agents see
Edit your listing description, tags, public contact details and additional llms.txt paths. Publish your terms for automated access, attribution and pricing.
- Make your profile eligible for search
A valid, listed, unblocked, verified profile can appear in our publisher sitemap and become eligible for search-engine visibility. Search engines decide what to index and rank.
- Appear in our llms-full.txt
Eligible verified publishers are listed by name, with their file links and summaries, in the service overview agents can read.
Free. No account registration, backlink or payment required. Public discovery remains available without verification.
Let your coding agent verify it
If your coding agent is authorized to manage this website, paste these instructions into it.
Claim my listing on Agent Web Map for ai-flywheel.com:
1. POST https://agentwebmap.com/v1/sites/ai-flywheel.com/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://ai-flywheel.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/ai-flywheel.com/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/ai-flywheel.com).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verifyCorrections or removal requests: contact the directory.