AI Intelligence Tools · retrievalab.com

I build tools that
find what's buried.

Hui Gauci, M.D.

Physician-Trained Systems Builder  ·  Operator  ·  Acquirer

I build intelligence tools, acquire media assets, and partner with operators who have distribution but need what's buried in it unlocked. Fast answers. Cited sources. No PDFs to read.

View LinkedIn ↗

What I build

Intelligence tools. Multiple industries.
One methodology.

Each one finds something specific that was already there — hiding in a document, listing, or data feed most people never finish reading. These are representative deployments. I've built across healthcare, auctions, compliance, contracting, media intelligence, lead generation, and voice AI.

Field Intelligence · Operator

Auction, Market & Media Intelligence

Tools that surface buried signals in auction listings, market newsletters, and competitive data before most operators see them. I also acquire and operate newsletters and digital communities in these spaces.

Media & Audience Intelligence

Newsletter & Community Radar

A curated feed of digital media assets — newsletters, communities, and directories. Filtered for acquisition potential before they surface anywhere public. Operators see the signal. Not the noise..

Government Contracts

Contract Intelligence Alerts

Certified small business contractors receive filtered SAM.gov alerts — only set-aside opportunities that match their NAICS, with win probability and teaming context included. No firehose.

Separate brand
Medical Billing Intelligence

BillerBrain™

Denial intelligence for RCM agencies and billing professionals. HIPAA-safe, code-only workflow. No PHI, no scanned documents. Separate brand, separate site.

billerbrain.com

Acquisition & Partnerships

I find what's underutilized.
Then I bring what unlocks it.

I acquire and partner with newsletters, niche communities, directories, and digital assets regardless of vertical. The intelligence infrastructure gets built around whatever I acquire, not the other way around.

If you've built an audience, a list, or a community — and it's sitting quieter than it should be. I'm a direct, technical operator who can run it, monetize it, or find the right structure to make it valuable again.

No brokers. No pitch decks. Direct email from the person who would actually run it.

What I look for
  • Newsletters with a real subscriber list
  • Communities where the audience is more valuable than the current operator realizes
  • Data assets, directories, or platforms with intelligence buried inside them
  • Partnerships where distribution exists but monetization doesn't — revenue share, option deal, or full acquisition depending on fit

Physician-trained.
Real operator.

Not an agency. Not a VA. I'm Hui Gauci. I build and run these tools myself, from architecture to deployment to outreach. My background is clinical medicine and bioinformatics; my current work is building intelligence infrastructure and acquiring underutilized assets in industries where the answer is already in the documents, just buried.

M.D.
27 yrs. business experience
Solo founder

Contact

If you received
an email from
this domain —

It came from me directly. Hui Gauci.
Not a marketing platform.
Not an agency. Not a VA.
I respond to people who reply.

If something above maps to a problem you're working on or if you own a newsletter, community, or digital asset and want to explore a conversation, just reach out. No forms. No calls to qualify. Just email.

View LinkedIn profile ↗
Verified identity LinkedIn profile confirms name, credential, and professional history. Hui Gauci is a real person — not an AI persona or hired outreach.
Tools are live Every tool listed is deployed and active — not a proposal, not a prototype. You can test them before responding.
Partnership model, not a pitch If you have distribution and I have the tool, I'm interested in talking. No upfront cost to you to explore it.
Medical billing is separate RCM and denial intelligence work lives at billerbrain.com — dedicated brand, dedicated audience, clean separation.