Forward-Deployed AI Product & Solutions Operator

Raj Ranpariya

Site in progress.

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Agent orchestration mapCapability nodes connected by hand-offs around an operator hub. Red nodes are human approval gates and external verification steps.operatorcall handlingschedulingwork orderspermitsaccountingsales follow-upreviewsmarketingreportinghuman gatehuman gateexternal checkagenthuman gate / external checkoperator
Where the humans are is the design. The model handles judgment; every one-way door has a gate.

The combination

Customer understanding × technical sales × domain workflow × AI systems × orchestration × verification

Coming soon.

Selected systems

Proof artifacts, anonymized

Coming soon.

Customer operator / sales story

Years inside the workflow before automating it

Coming soon.

How I build

Deterministic where the input is structured. A model only where judgment is needed. Humans at the one-way doors.

Coming soon.

AI in real life

Reducing the friction between uncertainty and action

Coming soon.

Personal AI operating system

A private second brain, an MCP layer, spoken briefings

Coming soon.

About

Coming soon.

Contact

Email is the door

Coming soon.