IKNC-AI
IKNC-AI: Knowledge Harvesting & Automated Implementation Module
What is it, effectively? IKNC-AI is a functional engine embedded within the core system. It acts as the system’s "brain" that constantly absorbs data from every DB change, every screen configuration, and every expert interaction. Its job is to take a business requirement and turn it into a finished, tested implementation without the implementer having to write a single line of SQL or manually track down table relationships.
The "Tachlis" Breakdown (How it works):
- Knowledge Harvesting (Phase 1): The module automatically "reads" the system. It maps the DNA of the database and captures the logic of senior implementers. It turns "tribal knowledge" into a structured, searchable, and executable digital asset.
- Automated Execution (Phase 2): This is the core revolution. Instead of a human analyzing a bug or a new requirement and then manually updating tables, the module does the work. It identifies the necessary changes, generates the scripts, and executes the implementation.
- Built-in Validation: The module doesn’t just "run" code; it tests it. It understands the business impact of the change and validates it automatically, bypassing the traditional, slow manual testing phase.
The Resulting Impact:
- Eliminating Manual Labor: The implementer shifts from being a "manual worker" (writing scripts/searching DBs) to a "System Supervisor" who simply approves the AI's execution.
- Permanent Knowledge Retention: Even if your top expert leaves tomorrow, their logic and "way of doing things" is already embedded in the IKNC-AI module.
- Zero-Research Time: No more asking "which table controls this?" The module already knows, and it has already prepared the fix.