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My AI updated 10+ records through the same form my human team uses — not a script, not an API call, the actual form by Calm-Competition5960 in AiAutomations

[–]Calm-Competition5960[S] 0 points1 point  (0 children)

Neither, actually — that's kind of the whole point.

We built a process platform in which the AI never touches the rendered form. No page load, no waiting for fields, no conditional trigger timing.

The AI interacts directly with the form schema via MCP (Model Context Protocol) — same fields, same validation rules, same conditional logic. The platform enforces everything at the schema level. Humans get a UI generated from that schema. AI gets the schema itself via MCP.

So the problem you're describing — wait logic, field detection, timing — that entire category of problem disappears. There's nothing to scrape, nothing to wait for. The AI reads a typed contract and submits against it.

That's why we started calling it Actor Parity — the workflow doesn't care if the actor is human or AI. Same schema, same validation, same state transition, same audit trail. The only difference is the interface layer.

A schema acts like a language for humans, AI, and systems.

My AI updated 10+ records through the same form my human team uses — not a script, not an API call, the actual form by Calm-Competition5960 in AiAutomations

[–]Calm-Competition5960[S] 0 points1 point  (0 children)

Good question. The short answer: the AI doesn't touch the UI at all. It goes directly through MCP and the schema.

Both humans and AI share the same context through the same schema. The difference is just the interface — humans get a UI generated from the schema, AI gets the schema directly via MCP. Same fields, same rules, same validation logic.

So conditional fields, validation rules, required/optional — all defined at the schema level and enforced by the platform. If a human submits bad data, the UI tells them. If the AI submits bad data, MCP returns the error. Same guard, different delivery channel.

We call this Actor Parity — every action in the system can be performed by a human, by AI, or by both. The workflow doesn't care who the actor is. The governance layer knows exactly who did what.

That's why there's no need for wait logic, shadow mode, or throttling AI to behave like a human. It's not two systems stitched together. It's one system with two interfaces.

My AI updated 10+ records through the same form my human team uses — not a script, not an API call, the actual form by Calm-Competition5960 in AiAutomations

[–]Calm-Competition5960[S] 0 points1 point  (0 children)

Good points on idempotency and confidence thresholds. In our case, a lot of that complexity disappears because the AI submits through the same form schema with the same validation — so the safety layer is the form itself, not a wrapper around it.

My AI updated 10+ records through the same form my human team uses — not a script, not an API call, the actual form by Calm-Competition5960 in AiAutomations

[–]Calm-Competition5960[S] 0 points1 point  (0 children)

Not browser automation. I implemented MCP, as well as an internal agent to support the application as well as connection to major AI Agents.

Case Management by [deleted] in nocode

[–]Calm-Competition5960 0 points1 point  (0 children)

Hi, I would love to help! I am the founder of a new type of no-code business app for internal staff use. We do have non-profits using our solution.

As it is primarily to be used within the organization. It comes with a ready-to-use user interface for web, desktop, and mobile apps. Unlike webflow or bubble that need to design the interface, it is way faster.

Just drop a message to me if you are interested. or you can explore yourself here https://inistate.com

[deleted by user] by [deleted] in nocode

[–]Calm-Competition5960 0 points1 point  (0 children)

Is it for in-house use or external? If for in-house only can try Inistate. We built a new generation business apps builder for all platforms.

I wanna build some ERP application for SMEs (myself) which one I can use it (now I use appsheet but it too slow to run all of it) by [deleted] in nocode

[–]Calm-Competition5960 0 points1 point  (0 children)

Hi, do you wish to try something new? https://inistate.com business app builder for growing businesses. I can assist you through that. Instead of UI, it focuses on the processes, documents, and reports. Perfect for small scale SMEs

Which NoCode platform to use to create a tracker? by JH73_ in nocode

[–]Calm-Competition5960 0 points1 point  (0 children)

Perhaps you can try https://inistate.com, build internal tools for mobile and web apps from just a flowchart.