SAIE for water utilities is an AI environment for an operator of an essential service that documents AI oversight for NIS2 purposes and can be maintained by a small IT team. AI for an operator of an essential service — with an evidence package and maintenance a small IT team can afford
Business scenarios
Assistant for network documentation and emergency procedures
Knowledge and documents
TWIN:DESKProblem: Network documentation and emergency procedures are scattered across departments
How it works: A central RAG knowledge base with OCR of diagrams and citations of the right procedure
What you gain: The duty officer finds the right emergency procedure and diagram with a citation in seconds — also at night, without calling a colleague
Assistant for letters and correspondence with residents
Process automation
TWIN:DESKProblem: Handling residents’ applications and correspondence overloads the customer office
How it works: The assistant prepares draft replies based on the case documentation; integration with e-Doręczenia (e-Delivery) and ePUAP
What you gain: The customer office replies faster and more consistently, and staff approve a draft instead of writing from scratch
AI maintenance with limited IT resources
Integration and reliability
PROXY:AI + CDFProblem: A small IT team lacks the resources to maintain an AI system after deployment
How it works: CogOps (CDF-F6) — a monthly ongoing service with a dedicated consultant and answer quality monitoring; fallback models with automatic failover
What you gain: The AI system has a permanent caretaker and a contingency plan — the IT team does not have to become model specialists
Automatic summaries of operational data
Analytics and reporting
TWIN:DESKProblem: Meter readings and operational data require regular summaries
How it works: Schedules (RRULE) and in-chat code execution for calculations on operational data
What you gain: Operational summaries are generated regularly from repeatable calculations — to check, not to assemble
Secure and controlled use of AI
Security and sovereignty
PROXY:AIProblem: Residents’ and customers’ data must not reach an external provider
How it works: Personal data masking; an “EU only” switch; a predefined GOV / Energy sector profile
What you gain: Customer data is masked automatically, and the sector policy is ready from the start — no need to build it from scratch
Evidence package and AI oversight for an operator of an essential service
Compliance and oversight
PROXY:AI + CDFProblem: As an operator of an essential service, you must document oversight over the use of AI
How it works: AI agent register (CDF-F2); the CDF Platform generating a unified evidence package for audits; an immutable event log
What you gain: Documentation of AI oversight for KSC/NIS2 is produced as the system works — it is not a project before the audit
Other paths: Critical infrastructure
Sovereign AI for critical infrastructure — with an emergency procedure and a rollback plan
A single AI gateway for the whole organisation, with audit, budget and a contingency plan
Documents read themselves, complaints come with a draft reply, and pilots scale across branches