01 / OVERVIEW
The problem
Manufacturers face fluctuating materials costs, exchange rates, demand, energy prices and supply-chain constraints. These changes affect profits, yet the accounting impact often appears with a delay. Understanding the transmission from external events to company-specific financial outcomes is the core problem.
02 / OVERVIEW
Concept and approach
The concept connects internal company data, AI-assisted workflows and external economic factors with a baseline budget or latest forecast.
- Starting with automotive parts suppliers
- Conditional scenarios for materials, foreign exchange, demand and pricing
- Explainable assumptions, calculations and financial outputs
03 / OVERVIEW
How the focus changed
I began impkt in March 2026 as a general-purpose CFO agent idea, then narrowed the focus to AI-based financial analysis for manufacturers. The concept is distinct from a claim that a production service is available.
04 / OVERVIEW
Current status
I explored the concept through several prototypes and designs. Development work is currently paused. Only a limited portion of previous implementations is usable without further validation; I do not present unverified functionality as a working product.