# ProvenLabs

> Not everything needs AI. Let's find what does.

ProvenLabs is a human-led R&D partner for service businesses. We help owners
educate their teams, identify where AI naturally fits, run bounded experiments,
and build lasting internal capability without forcing adoption.

Founder and CEO: [Will Scrivener](https://provenlabs.ai/about)

## Ways to Work With ProvenLabs

- [Proven Fit Audit](https://provenlabs.ai/proven-fit): A structured opportunity audit that identifies where AI fits, where it does not, and what to test first. $79 self-serve or $790 guided.
- [Private AI Roundtable](https://provenlabs.ai/roundtable): A free private dinner for a host and three to five business owners, facilitated by Will Scrivener with no sales presentation or obligation.
- [AI Education and Workshops](https://provenlabs.ai/workshops): Practical education that builds shared understanding before a company asks its team to adopt new tools or ways of working.
- [R&D Lab](https://provenlabs.ai/rd-lab): A $7,500 monthly outsourced R&D relationship with one large, two medium, or three small experiments, weekly executive participation, and dedicated handoffs. Month one includes a $3,500 onboarding fee.

The audit fee is credited toward the first R&D Lab month when the client begins
within 30 days.

## Selected Work

- [ProvenOutreach](https://provenoutreach.com/): Creates reusable brand profiles and installable AI voice skills from a person or company's actual language and positioning.
- [ProvenAEO](https://provenaeo.com/): Evidence-first website visibility intelligence that distinguishes blocked, supported, plausible, and measured findings.
- [ProvenPortals](https://provenportals.com/): An active portal experiment for clearer collaboration between service businesses and their customers.

## Principles

- Start with the business objective, not the technology.
- Humans decide what deserves attention and retain final approval.
- Education comes before implementation.
- Adoption should be earned through evidence, not forced.
- Some work should not use AI.
- Every engagement should make the client more capable over time.

## More

- [Journal](https://provenlabs.ai/journal/)
- [The Digest](https://provenlabs.ai/digest)
- [Privacy Policy](https://provenlabs.ai/privacy)
- [Terms and Conditions](https://provenlabs.ai/terms)
- [Full AI-readable content](https://provenlabs.ai/llms-full.txt)