The problem
Staff need to move between official information, source documents, analysis, and presentations. Separate tools make that work fragmented.
AI assistants
IM AI
An AI workspace connecting questions, documents, and public-finance information.
↳ Created with my teamAt a glance
IM AI addresses the fragmented work of finding official information, preparing documents, and turning analysis into presentations. It is intended for ministry staff and leadership working with economic and public-finance information. Our team’s documented work connects AI conversation, document assistance, currency information, and charts across desktop and mobile workstreams. Shared services, WebSocket updates, and identity integration are central technical decisions. The project illustrates how several AI capabilities can fit into one workspace. This case study describes documented capabilities; it does not establish deployment coverage or independently measured performance.
Created with my team
The projects in this portfolio are a shared effort. Product decisions, architecture, engineering, and delivery belong to the people who build together. My responsibilities vary from project to project.
Who it serves
Ministry staff and leadership working with economic and public-finance information.
What we build
Our team brings AI conversation, document workflows, currency information, and analytical visualizations into one workspace across desktop and mobile applications.
Engineering decisions
Shared services connect the clients. WebSocket events support responsive charts and tables, while SSO and identity integration support controlled access.
Capabilities
Official-information retrieval, document assistance, presentation support, and chart/table generation, with Windows, iOS, and Android workstreams.
Context & limitations
This overview describes the team’s documented capabilities and engineering work. Deployment scope and independently measured performance are not published here.
Technical foundation