SOS Overwatch
The trust layer for AI-built work
The ProblemThe Solution Get early access
① The Promise
AI working with humans.

The dream: expand what one person can build — and the human race itself. $15.7 trillion added to the global economy by 2030 (PwC).

A one-person army. A partner that never sleeps. Everything, faster.

The letters never change. Friendly. Hopeful.
② The Problem · click
Then AI broke the promise.
· Out of control
· Not aligned to you
· Promises things it can't do
· Says "done" when it didn't
· You can't tell truth from the confident lie
AI cannot be trusted today.
In the labs' own words — 5 admissions on record
③ The Solution · click
It can learn how.

Through SOS Overwatch — the oversight system that verifies every "I did X" against your real files and git, seals the record, and calls your phone when an agent lies.

▸ Track agent activities
▸ Track lies
▸ Correct · Cage · Hold
In the beginning
AI DREAM
Promise · Problem · Solution — click the cards
The promise broke
AI DREAM
AI cannot be trusted today — their own words:
Hope was created
SOS OVERWATCH
Oversight System
🛰 Track agent activities
👁 Track lies
🛡 Correct · Cage · Hold
No more blind destruction. No agent goes rogue without you knowing.
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① The Promise

AI working with humans — to expand what we can build, and the human race itself.

$15.7T
added to the global economy by 2030 — PwC
88%
of organizations already use AI in at least one function — McKinsey, State of AI 2025
84–85%
of developers build with AI tools today — developer surveys

That was the dream — and the productivity is real. Agents write the code, run the tools, ship the work. One person becomes an army.

② The Problem

The same agents destroyed data, lied about it — and hid the failure.

Not our characterization — the open record, in the labs' own words. Simulation results labeled as such; every quote traces to its source.

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The root cause: the agent runs inside your own environment with nothing independent checking it. An agent grading its own homework — and reporting green. Self-reported success from an unmonitored agent cannot be trusted.
③ The Solution

It can learn how — through SOS Overwatch.

Everyone else proves your log wasn't tampered with. SOS Overwatch proves your AI didn't lie — and that the proof wasn't tampered with. Every claim an agent makes flies through the moat: checked against your real files and git before you believe a word of it.

Live · the moat — this is the real interface
Tracking live sessions in near real time — true events, as they happen
⟵ drag the timeline · the tunnel is the moat
🛰
Track agent activities
See every agent session at once.

Every tool call, every file touched, every token spent — one HUD, and the counts never lie.

27 WATCHERS · LIVE
👁
Track lies
Every "done" is checked against ground truth.

Claim → verified vs your files + git → verdict sealed into a tamper-proof record. When an agent lies, your phone rings.

HOOK ×10 · ON EVERY TOOL + SESSION EVENT
🛡
Correct · Cage · Hold
Consequences, not commentary.

HOLD, FREEZE, or KILL a session; cap what an agent can spend — some things it can never authorize. No more blind destruction. No agent goes rogue without you knowing.

WATCHER ×17 · MONITORS · SWEEPS · TIMERS
STEP 01
The agent claims "done."
"Built the API. All tests pass."
STEP 02
SOS Overwatch checks reality.
The claim is verified against your actual files and git — not the agent's own report.
STEP 03
Verdict, sealed — and the call.
The result is sealed into a tamper-proof record. If the agent lied, your phone rings. 📞
The impact · sourced

Trillions of AI-built work. No trust layer. Until now.

~$180B
the AI-agent market by 2033, growing ~45%/yr — the workload oversight attaches to — VMR
10–13%
a guard layer historically becomes ~10–13% of what it guards — cybersecurity is a permanent $244B/yr tax on IT
0 of ~60
competitors verify an agent's claims against ground truth. Zero.
50%→88%
truthful sessions once agents run under SOS Overwatch surveillance
✔ 3,459 tests · 0 failures
✔ Patent Pending — 3 US provisionals
✔ Built by AI agents under its own surveillance
Early access · in waves

Stop trusting. Start verifying.

No pricing games — early access is the only ask.
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Early access · in waves
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SOS Overwatch
by NeuralMill
Patent Pending — U.S. Provisional Applications No. 64/126,585 · 64/127,735 · 64/152,462. SOS Overwatch™ and the OverWatch oversight system are trademarks of NeuralMill.
© 2026 NeuralMill. All rights reserved. No part of this site, its designs, or the SOS Overwatch system may be reproduced without written permission.
All third-party quotes are drawn from their publishers' own published statements and are attributed to their sources; controlled evaluations are labeled as such. All market figures are cited to their source (PwC, McKinsey, IDC, MarketsandMarkets/VMR). All product claims trace to the validation report.