AI Software

Grounded Knowledge Assistant

An idea-stage concept for a retrieval-grounded assistant that answers staff questions from SOPs and manuals with citations.

Idea

Problem

Operational knowledge sits in PDFs and senior staff; new employees take months to become effective.

Document ingestion, retrieval with citations, a mobile-first interface and analytics on unanswered questions to reveal documentation gaps.

Vector retrieval, language model APIs, document parsing, mobile web UI

No case study is published for this project yet. Case studies appear only when results are verified. Last updated 11 September 2026.

Digital Product

This website: a personal-brand platform with an editable CMS, AI knowledge hub, business-idea library and consultation pipeline.

AI Automation

A research concept for classifying inbound business enquiries, drafting replies and maintaining a lightweight pipeline for small service businesses.

Let's discuss the problem, the opportunity and a practical roadmap — no jargon, no pressure.