GenAI Demo Navigator

Installer & customer

Application intake

Grid engineering

External registry

Metering & field

1Application submitted 1 1

2Intake & completeness check 2 2

3Deficiency notice & rework loop 2 1

4Feeder capacity & headroom check 1 1

5Classification — simple or study required 1 2

6Engineer assessment & approval 2 1

7Plant registration 1 1

8Guarantee-of-origin & remuneration filing 1 1

9Bidirectional meter change 1 1

10Customer notification & closure 1 1

React Flow

Issue → AI potential map

Derived from this view’s pain points and potentials — the operating concept column is the production thinking.

Issue	Impact	AI pattern	Operating concept	KPI effect	Demo
Installer dossiers arrive incomplete or inconsistent	speed, quality, costrework loops cost more engineer time than the assessments themselves	document-intelligence	Extraction is evidence-cited: every extracted fact points back to the document and page it came from, so the engineer reviews a claim with its source rather than a summary. Contradictions between documents are surfaced as conflicts, never silently resolved.	First-pass yield ↑ Connection cycle time ↓	Vierwald Connect — PV Grid-Connection & Feed-In Deskplanned
Installer dossiers arrive incomplete or inconsistent	speed, quality, costrework loops cost more engineer time than the assessments themselves	outbound-agent	Notices are generated from the validation findings, so they cannot ask for something already supplied. Deadline watchdogs escalate before a statutory window is breached rather than reporting the breach after.	Rework loop duration ↓ Deadline breaches ↓	Vierwald Connect — PV Grid-Connection & Feed-In Deskplanned
Rules and conditions live in documents that change yearly	quality, risk, speednobody can tell a stale answer from a current one at the desk	knowledge-ops	Knowledge is edited, evaluated and published as a unit — the eval suite runs before a change goes live, so a tariff-round update is a reviewed release rather than a scramble.	Time to publish a rule change ↓ Stale-answer incidents ↓	Vierwald Admin — Content & Eval Consoleplanned
Rules and conditions live in documents that change yearly	quality, risk, speednobody can tell a stale answer from a current one at the desk	agent-assist	The trace is the product. The engineer sees why, not just what, and the decision stays theirs — the approval gate is never bypassed and is recorded with the evidence it was made on.	Assessment time per case ↓ Decision auditability ↑	Vierwald Connect — PV Grid-Connection & Feed-In Deskplanned
PV connection requests queue behind engineer capacity	speed, cx, costcycle time is dominated by queue time, not by assessment effort	document-intelligence	Extraction is evidence-cited: every extracted fact points back to the document and page it came from, so the engineer reviews a claim with its source rather than a summary. Contradictions between documents are surfaced as conflicts, never silently resolved.	First-pass yield ↑ Connection cycle time ↓	Vierwald Connect — PV Grid-Connection & Feed-In Deskplanned
PV connection requests queue behind engineer capacity	speed, cx, costcycle time is dominated by queue time, not by assessment effort	outbound-agent	Notices are generated from the validation findings, so they cannot ask for something already supplied. Deadline watchdogs escalate before a statutory window is breached rather than reporting the breach after.	Rework loop duration ↓ Deadline breaches ↓	Vierwald Connect — PV Grid-Connection & Feed-In Deskplanned
PV connection requests queue behind engineer capacity	speed, cx, costcycle time is dominated by queue time, not by assessment effort	validation-service	The agent must call the capacity service and quote its verdict; a case cannot advance on a headroom figure the model produced. This is the industrial analog of the telco offer engine — the deterministic authority the language model defers to.	Auto-approval rate ↑ Assessment rework ↓	Vierwald Connect — PV Grid-Connection & Feed-In Deskplanned
PV connection requests queue behind engineer capacity	speed, cx, costcycle time is dominated by queue time, not by assessment effort	agent-assist	The trace is the product. The engineer sees why, not just what, and the decision stays theirs — the approval gate is never bypassed and is recorded with the evidence it was made on.	Assessment time per case ↓ Decision auditability ↑	Vierwald Connect — PV Grid-Connection & Feed-In Deskplanned
Guarantee-of-origin administration is manual clerical work	cost, qualitypure administrative load with no judgement content	knowledge-ops	Knowledge is edited, evaluated and published as a unit — the eval suite runs before a change goes live, so a tariff-round update is a reviewed release rather than a scramble.	Time to publish a rule change ↓ Stale-answer incidents ↓	Vierwald Admin — Content & Eval Consoleplanned

Figures marked “actual” come from FY2025 public reporting; ranges marked “illustrative” are industry-plausible benchmarks, not company data.