Executive summary and master packet
Plain-language company summary with boilerplate, product status, press contact, and the current asset inventory.
Updated May 2026
Download MDPress & Media Resources
Press & Media
Resources for journalists and analysts covering Autonomy AI, Velyn Dental, and BuckHound. Include your publication, angle, and deadline so we can route your request properly.
Contact Press TeamDirect Downloads
Press kit files that exist today
Download the current company packet, brand marks, and product screenshots directly. Anything not published as a file is called out separately below.
Master Packet
Press kit files
MD
Master press packet archive
ZIP containing the executive summary, the brand files available today, and the product screenshots published on this page.
Summary, brand files, and product PNGs
Download ZIPBrand Files
Brand files available now
Transparent AD mark, 1200px
Transparent teal AD mark from the existing corp asset set. Filename retained from the original project asset.
1200 x 1200
Download PNG
Transparent AD mark, 512px
Transparent teal AD mark for compact editorial or partner layouts.
512 x 512
Download PNG
Teal AD mark, 512px
Alternative transparent teal mark already shipped with the corp site.
512 x 512
Download PNG
Square Autonomy mark
Imported SVG square mark with gradient background and signal arcs.
Vector square mark
Download SVG
Flat square Autonomy mark
Imported SVG square mark with the flat dark background treatment.
Vector square mark
Download SVG
Square icon master
Imported high-resolution PNG icon master from the shared repository brand folder.
1024 x 1024
Download PNG
Overview
Company at a Glance
Founded
Q4 2025
Category
Product software
Products
2 product tracks
Team
Solo Founder
Funding Status
Pre-seed
Company Boilerplate
Autonomy AI® makes two products. BuckHound™ is a shopping assistant that watches saved items across major retailers and alerts shoppers when a price hits their target. Velyn Dental is a dental call coverage product, in early access, that answers missed and after-hours patient calls and returns a transcript plus a callback task.
Both products are built around the same operating idea: information that arrives too late costs people money. Catch the moment, hold the detail, hand someone the next action.
Founded in 2025 in Boston, Massachusetts by a solo engineer who shipped both products to production before raising outside capital. Learn more at https://auai.cloud.
Perspectives
Founder Quotes
"A useful product should make the next step obvious. For Velyn Dental that means a callback record. For BuckHound it means a signal alert with the deal context you need to act."
Bryan Mathews
Founder & Engineer
On the company vision
"The model is only one piece. The harder product work is latency, fallbacks, alert quality, and making sure users are not asked to clean up after the software."
Bryan Mathews
Founder & Engineer
On product reliability
Product Proof
Verified Product Screenshots
These screenshots are real PNG files shipped with this site, not synthetic placeholders. Use them for editorial coverage of the Velyn Dental and BuckHound product surfaces currently available.
Velyn DentalProduct site
Velyn Dental live demo homepage
Live demo and approved-call-flow context from the Velyn Dental product site.
Download PNG
Velyn DentalPortal demo
Velyn Dental task handoff cards
Front-desk task cards showing task type, caller context, status, and callback ownership.
Download PNG
BuckHoundiOS app
BuckHound watchlist
Saved-item alerts with target prices, retailer context, and account sync state.
Download PNG
BuckHoundiOS app
BuckHound deal detail
Deal detail view with tracked item, current price, retailer action, and tracking state.
Download PNG
Not Packaged Yet
Media materials not published as files
The kit only links files that are actually in this project. For materials that are not packaged yet, email press@auai.cloud with your publication, angle, deadline, and the exact asset you need.
Demo videos
Not packaged yetNo downloadable demo video file is published in this project today. Press can request a live walkthrough or a current clip when one is available.
Ask About ThisExpanded vector identity pack
Partially availableThe downloadable SVG files are square Autonomy marks only. A full wordmark or expanded vector identity package is not published here yet.
Ask About ThisCustom screenshot sets
By requestThis page publishes the current committed product screenshots. New flows, custom crops, and unpublished product surfaces are handled as bespoke requests.
Ask About ThisAnnouncements
Recent Press Releases
For Reporters
Story angles the founder can speak to
Available for interviews, technical deep dives, or background. These are the angles that match what we are actually building today — not generic AI commentary.
A solo engineer running two products in production
What it actually takes to ship and operate two unrelated products as one person — from on-call to roadmap to customer support — without a team behind you.
Voice AI for dental front desks, post-hype
What the second wave of voice AI looks like once the demos stop: latency, fallbacks, transcript fidelity, and the unglamorous work of handing a callback task to a real person.
Price tracking after the Honey moment
Where consumer price tools go now that browser-extension trust has cracked. Why momentum and history matter more than coupon codes, and how shoppers decide what is actually a deal.
Building Claude-native from day one
The dental flagship runs on Claude end to end — speech reasoning, transcripts, callback drafting. What it means to design a product around one model family rather than abstract over many.
Products
Product Details
Media Inquiries
For interviews, product demos, or custom media materials, contact our press team at press@auai.cloud
Email Press Team