keyuan

Named a principle no one had: Actor Parity. Building @inistate — where your team and AI work as one. Patented framework for human-AI workflows. #AITeamMates

[keyuan @teekeyeng]

Most AI workflows are vibes. 🌫️
State → Activity(Form) → State is architecture. 🏛️

🔒 No transition without a form.
👤 No actor without a trail.
🚨 No automation without escalation.
AI without FACTS is fiction.

[keyeng @keyengtee]

Humanoids meet #ActorParity

[keyuan @teekeyeng]

Took a photo of a blood pressure reading.

Didn’t open an app.
Didn’t log anything.
Just said:
“manage this.”

AI created the tracker, stored the data,
and now I can ask anytime:
“How’s my blood pressure lately?”

No searching.
No manual tracking.
It already knows.

#AITeamMates

[keyeng @keyengtee]

5 minutes. One sentence. A working leave app.

“Create a module for leave application.”
The AI designed the workflow. Drafted the entry. Filed it. Manager approved. HR confirmed. All on my phone.
Audit trail signed by the AI itself. 98% confidence. 7 changes tracked. Sources cited.

Same form a human fills. Same state transition. One audit trail for both.
Schema is the new prompt. The first AI you can use without learning AI.
https://t.co/TEiqENX2Yt

#AITeamMates #NoPromptAI

[Inistate @inistatehq]

1 screenshot of an Excel table + 2 sentences in plain English → Instant working app with smart table.
ZERO coding.
ZERO configuration.
ZERO developers.

Built in minutes, not months.

Wanna try this for yourself? 👇
#AITeamMates #NoPromptAI

[keyuan @teekeyeng]

Notice what it did with the Status column: it didn't copy it as text. It turned it into a state machine. Shipped / Pending are now real transitions
Schema is the new prompt. No expert needed.
The first AI you can use without learning AI.

[keyuan @teekeyeng]

Everyone has a spreadsheet.
Nobody has a mobile app for it.
I said: "Create a module from this table."
My AI teammate read the spreadsheet, designed the schema, imported every row, and put a working mobile app in my hand — with Ship and Cancel buttons my team can actually use.

[Inistate @inistatehq]

1 screenshot of an Excel table + 2 sentences in plain English → Instant working app with smart table.
ZERO coding.
ZERO configuration.
ZERO developers.

Built in minutes, not months.

Wanna try this for yourself? 👇
#AITeamMates #NoPromptAI

[keyuan @teekeyeng]

@grok how is it different from other AI implementations?

[keyuan @teekeyeng]

Just watched our AI teammate match RM 838 travel insurance + RM 690 Office 365 subscription against a bank statement entry.

It cited the exact bank reference codes.
Confidence: Very High.
It proceed with the workflow, the expense claim is paid.

That’s it. That’s the workflow.

#AITeamMates #BuildInPublic

[keyuan @teekeyeng]

@samteic I'm building a platform where AI and humans share the same workflow — same forms, same audit trail.
Let's build a strong network here.

[keyuan @teekeyeng]

Prompts are how you talk TO AI.
APIs are how systems talk TO each other.
Schema is how humans, AI, and systems talk AS ONE.

That's the difference between integration and parity.
#AITeamMates

[keyuan @teekeyeng]

@the_chaoticsoul Let’s connect

[keyuan @teekeyeng]

"Fix the name casing on all entries."
One instruction. 10+ entries updated. Every change logged — reasoning, confidence, model. Same form my team uses.

Not a script. Not a bulk-edit hack.
A teammate that just… did the work.

#AITeamMates

[keyuan @teekeyeng]

@beswinjoee Let’s connect. I’m building a way for AI to actually join your team — not just help from the sidelines, but do the same work, in the same system, with the same rules.

[keyuan @teekeyeng]

@Sanyam0605 Let’s connect. I’m building ai teammates that works side by side with human

[keyuan @teekeyeng]

I described a business workflow in one sentence.

My AI teammate designed it, populated it with real data, and put it on my phone.
Not a prototype. Not a mockup. A working app.

万物皆可App.
(Everything can be an App.)

Same forms. Same team. Same system.
#AITeamMates

[keyuan @teekeyeng]

@RealOlamius @kacieahmed Thanks for your guidance. Much appreciated!

[keyuan @teekeyeng]

@vishalguptav307 let's connect

[keyuan @teekeyeng]

@NiranjanSK619 @X let's connect. i'm building aiteammates that work side by side with human.

[keyuan @teekeyeng]

@henkjan Exactly, not under or above, but right beside us.

[keyuan @teekeyeng]

We’re building an AI that doesn’t sit above you or below you.

It sits beside you.

Same form. Same steps. Same accountability.

Not a copilot watching over your shoulder.

Not an assistant waiting for instructions.

A teammate.

One system. One trail. One team.

That’s what we’re building at @inistatehq .

#AITeamMate #AITeamMates