An independent review that converts an AI red-team report into a Cybersecurity Maturity Model Certification (CMMC) and National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)-ready dossier for defense customers in Georgia.
You get the checking already done: the evidence behind the idea, the sources it came from, and the objections it survived, all open below so you can judge them yourself.
US-GA·38 sources·7/8 checks·Verified yesterday
Sourced from solvereone.com, noblis.org, law.cornell.edu
6 in 100or fewer get through
This is one of them. 1,444 ideas went through the filter and 94.5% of them died on cited evidence. Read what killed them.
One page of the evidence recordff7172a012e84e4b
Only organisations accredited as third-party assessors may run the mid-tier security certification assessments and issue certificates.
The workings are the fourth document, and its arithmetic is computed rather than written.
The numbers are in the pack. Pricing mechanics and unit economics, the assumptions behind them listed in full, and anything the research could not stand up is marked so.
Secure checkout via Stripe. A pack is evidence-backed research, not a promise of business success. See our refund policy.
What’s inside your pack
The moment you pay, you download the whole pack. 14 documents, no drip feed, no login.
Inside the pack14 documents
Where this starts
The opportunity on one page: what it is, what checked out, and what we do not claim.
What you would be selling
The thing that changes hands for money, written as an offer a buyer could accept today.
The field: who is already there
The people already selling into this, what they charge, and where they leave the door open.
The numbers
Pricing and the numbers behind it. Anything we could not verify is marked missing, never made up.
What would sink this
The case against, at full strength, so you meet the objection here rather than from a customer.
What you build
What to build, in what order, on what stack. Includes the non-goals for v1 and what would kill this.
How the first customers find you
Where your first customers come from. Named channels, the beachhead to start in, and the signals that say stop.
How it runs once it works
How it runs once someone pays. Delivery, capacity limits, the compliance you cannot skip, and where the manual work sits.
Your first fortnight
Six steps for days one to seven: confirm the buyer, size the smallest paid offer, pick one channel.
The toolkit
The named tools, services and suppliers this runs on, with what each one is actually for.
Copy you can paste
Launch copy you can send today: listing page, outreach, social. Claim-checked like the research.
How to know in 30 days
The one month test: what to run, what number to watch, and the reading that says walk away.
Everything we read, once
Each check, what it found, and the source behind it, without hunting through the plans.
Every check, in full38 sources
Every check this pack faced, each verdict, and a clickable source behind every claim.
what lands in your folder
The pack, readableindex.html
Open this first and read the whole pack in order in your browser. No install, no account.
The pack, typeset for printComplete_Pack.pdf
Every document in one printable PDF. Open it on a phone, or put it in front of someone.
Your first fortnight, on one pageFirst_Fortnight.html
A single sheet to print and work from. Days one to fourteen, nothing else on it.
Every assumption, as a spreadsheetAssumptions.csv
Every number the financial model rests on, in a file your spreadsheet opens directly.
Marketing copy, ready to pasteMarketing_Assets.txt
The launch copy as plain text, so it goes straight into an email, a listing or a post.
The machine-readable recordmanifest.jsonld
What this pack is, in structured data, so a tool can read it as easily as you can.
A web page you can read, a PDF you can print and a spreadsheet you can open. Yours to keep, edit, or paste anywhere. No login, no subscription.
Instant download
Could you run this?
Behind the research is a business somebody has to actually operate. Here is who they would be selling to, and how soon the first money arrives.
Sells to businesses
Hands-on service
Part-time hours
Productised service
Market
US · GAThe opportunity, its evidence and its economics are researched for this market. The pack itself is priced and sold in GBP.
Who pays
The CTO or VP of Engineering at a small defense AI vendor in Georgia, reached through GT APEX Accelerator, ATDC, and open Innovation Day expos at Fort Eisenhower and Fort Gordon.
How we tried to kill it
Each check is an attack, not a rubber stamp. An idea dies on the first check where cited evidence goes against it. This one cleared 7 of 8. Finding nothing is not the same as finding a green light; see how each check works on /how-it-works.
The 6 below run on every idea, whatever it is. This one's lane ran 2 more on top, for 8 in all.
Exactly what this pack covers, plus a blurred look at the document you receive.
AI red-team dossiers for Georgia defense vendors
01 · A dossier template covering model inventory, control mapping to CMMC and NIST 800-171, an AI risk profile, a residual-risk rating and remediation status, built per red-team report
Rows: the 110 security controls the mid-tier certification maps to.
Independent AI testing is already contracted at scale, a blanket purchasing agreement worth up to $249 million runs to 2027 for AI test and evaluation tools.
02 · A pricing plan charging per red-team report, with a retainer for vendors running several models
Month 1 revenue
$20,000
LTV : CAC
25.7×
Payback
4 months
Unlocks the moment you buy
01A dossier template covering model inventory, control mapping to CMMC and NIST 800-171, an AI risk profile, a residual-risk rating and remediation status, built per red-team report
02A pricing plan charging per red-team report, with a retainer for vendors running several models
03A route to buyers you can work without defense contacts: GT APEX Accelerator (free help for Georgia businesses selling to government), Georgia Tech's ATDC startup accelerator, Innovation Day events at Fort Eisenhower and Fort Gordon, and the Augusta chapter of AFCEA
04A legal boundary written into the offer: you prepare documents, you do not certify. Only accredited assessors (C3PAOs) may run Level 2 certification assessments and issue Certificates of CMMC Status, under 32 CFR 170.9
05A private record, built engagement by engagement, of how each kind of AI model fails each control
A look inside
Real, sourced lines taken straight from the pack. Every source below is a live link: open one and check the claim before you buy.
Extract · evidence record
Only organisations accredited as third-party assessors may run the mid-tier security certification assessments and issue certificates.
Independent AI testing is already contracted at scale, a blanket purchasing agreement worth up to $249 million runs to 2027 for AI test and evaluation tools.
The workings are the fourth document, and its arithmetic is computed rather than written.
The numbers are in the pack. Pricing mechanics and unit economics, the assumptions behind them listed in full, and anything the research could not stand up is marked so.
Secure checkout via Stripe. A pack is evidence-backed research, not a promise of business success. See our refund policy.