Every claim
has a brief
behind it
Marketing says "private," "secure," "sovereign." We don't argue. We show the court rulings, the incident reports, and the invoices — sourced, dated, and cross-checked against our Live Risk Monitor. If a cloud-AI failure has a name and a citation, it lives here.
1991 to Agentic Systems — Turnkey Private AI & B2A Partner Launch
One of the first 50 websites on the internet (Est. 1991) reinvents itself as an Agentic Systems company — shipping turnkey NVIDIA DGX appliances for 1-to-200-person firms and the world's first 10% B2A Partner Program.
LLMjacking — Google's $1M Cloud Bill Warning
Google/Mandiant: stolen LLM API keys burn $100K+ per day and up to $1M per organization in hours. The breach starts as a billing email — the fix is an inference surface with no key to steal.
The Digital Employee — Own It, Don't Rent It
2027 is called the year of the digital employee. Gartner: 15% of work decisions autonomous by 2028 — 40% of agentic projects canceled by 2027. The gap is ownership, and the fix is $15,125 flat.
OpenAI Subscription Treadmill — more cost, less compute
DevDay 2026: $500/mo Pro 500 tier lands while the $200 plan reopens with half its compute allowance. Platform-controlled pricing and rationing — and the $15,125 one-timer fix.
The $500 Million Uncapped Seat Burn
An enterprise client's unconstrained Claude licenses burned half a billion dollars in 30 days — no caps, no alarm, no error. The largest cloud-token billing failure in internet history, and the meter that stops it.
U.S. v. Heppner — public cloud AI waives privilege
Judge Rakoff, S.D.N.Y.: client facts pasted into Claude or ChatGPT are voluntary disclosure to a commercial vendor. What the ruling breaks, and the $15,125 air-gapped fix.
Air Canada — you answer for what your bot says
A chatbot hallucinated a bereavement refund; the airline paid. 'The model is a separate information source' failed as a defense. Every promise your agents make is your company's word — make it defensible.
Silent Model Drift — 97.6% in March, 2.4% in June
Stanford/Berkeley measured GPT-4's stable-task accuracy collapse in one quarter with no errors thrown. Workflows built on public APIs break silently — frozen models on owned metal are the only reproducible answer.
Every brief traces to a primary source — a docket number, a ruling, an SEC filing, a published incident report. No "experts say." No vibes.
Our continuous monitoring agent watches for the failures we warn about. When one is verified in the wild, it gets its own entry in the incident feed and its own brief.
A brief ends at the decision: buy the Spark if…, the cloud works if…. Readable in five minutes by the person who signs the purchase order.