Mill Pond Research

Creators of Xilos. Our patented technology secures, orchestrates & refines AI interactions across your entire organization. Member of US AISIC.

[Mill Pond Research @MillPondAI]

@allgarbled We prefer Data Pond

[Mill Pond Research @MillPondAI]

@WSJ Cheaper and open source models is good for small businesses. They'll be able to compete. Lots of competition in the future!

[Mill Pond Research @MillPondAI]

@0x45o No idea

[Mill Pond Research @MillPondAI]

Xilos is now self-service. Try it out today!

[Mill Pond Research @MillPondAI]

@MadisonMills22 It’s because they’re not using Xilos.

[Mill Pond Research @MillPondAI]

@pmarca This is literally Xilos.

[Mill Pond Research @MillPondAI]

@SecWar Hi! We have a BOA with rock island do to Model-Agnostic inference. Why not have every model (including custom air-gapped models) instead of picking one of the "big token" providers?

[Mill Pond Research @MillPondAI]

@willdepue What in the LARP?

[Mill Pond Research @MillPondAI]

@RileyRalmuto @openclaw We’re on it.

[Mill Pond Research @MillPondAI]

@usgraphics @spectraimsim A place could be more than a city/state

[Mill Pond Research @MillPondAI]

https://t.co/KEua90pZ3R

[Mill Pond Research @MillPondAI]

88% of AI pilots never reach production.

For every 33 POCs launched, only 4 make it.

The enterprise AI graveyard is full of "promising" projects that never shipped.

[Mill Pond Research @MillPondAI]

@dr_cintas This is a bad idea.

[Mill Pond Research @MillPondAI]

The organizations that figure out AI governance first will have permission to move fastest.

Everyone else will be stuck explaining incidents to their board.

Governance isn't the thing slowing you down. Lack of governance is.

[Mill Pond Research @MillPondAI]

https://t.co/A3mHLbWyhn

[Mill Pond Research @MillPondAI]

New from us: "The Shadow AI Crisis Is Already Here"

The latest data, why traditional security fails, and what CIOs/CISOs actually need to regain control.

Link below

[Mill Pond Research @MillPondAI]

We created a video to help new #f1 fans pick the team to watch - based on available data. What do you think? https://t.co/yvqqCmtvwj

[Mill Pond Research @MillPondAI]

Honest question for CISOs:

Do you know how many AI tools are actually running on your network right now?

Not what's approved. What's actually in use.

If you can't answer confidently, you have a visibility problem.

And you can't govern what you can't see.

[Mill Pond Research @MillPondAI]

🧵 What shadow AI actually looks like in practice:

Not a single rogue employee. A systemic pattern across every department.

Let's break it down ↓

[Mill Pond Research @MillPondAI]

Gartner: 40%+ of agentic AI projects will be canceled by 2027.

Not because the tech doesn't work.

Because organizations lack the governance infrastructure to deploy it safely.

The security gap is becoming an innovation gap.