Data Diagnostic Tool

Turn project data into
problem-solving intelligence.

The Data Diagnostic Tool (DDT) is Fusion's evidence-grounded decision layer. Connect project context, research, specialized tools, cost optimization and simulation results to identify gaps, compare options and decide what to investigate next.

Data Intelligence Layer

DDT is the thinking layer.

Hydrogen teams collect massive amounts of information, but the hardest problems often live between the documents: the electrolyzer lead time not matched to schedule, the tax credit assumption not aligned with grid reality, or the off-take agreement missing delivery logistics.

DDT helps surface those problems earlier and organizes them into a clearer action pathway. It is decision-support software for the realities of hydrogen scale-up.

Digital Twin Intelligence
Risk Domains

DDT looks across the full
commercialization path.

Permitting & Policy: Missing approvals, tax credit eligibility gaps (e.g. 45V), local stakeholder issues, or incomplete public documentation.

Permitting & Policy

Missing approvals, tax credit eligibility gaps (e.g. 45V), local stakeholder issues, or incomplete public documentation.

Supplier & Component Gaps: Electrolyzer lead times, unqualified suppliers, missing QA records, or vendor concentration risk.

Supplier & Component Gaps

Electrolyzer lead times, unqualified suppliers, missing QA records, or vendor concentration risk.

Site & Grid Readiness: Water access, renewable power pairing, grid interconnection, land availability, and pipeline proximity.

Site & Grid Readiness

Water access, renewable power pairing, grid interconnection, land availability, and pipeline proximity.

Off-take & Commercial: Buyer demand maturity, pricing gaps, logistics friction, and end-user infrastructure readiness.

Off-take & Commercial

Buyer demand maturity, pricing gaps, logistics friction, and end-user infrastructure readiness.

Schedule & Cost Friction: Critical path risks, capital gating, procurement delays, and financing milestones.

Schedule & Cost Friction

Critical path risks, capital gating, procurement delays, and financing milestones.

Energy Input Profile: Power purchase agreements, carbon intensity matching, time-matching requirements, and energy storage.

Energy Input Profile

Power purchase agreements, carbon intensity matching, time-matching requirements, and energy storage.

DDT Workflow

Input. Analyze. Prioritize. Act.

1. Load project context: Enter status, scale, location, supply-chain needs, off-take goals, and unresolved questions.

1. Load project context

Enter status, scale, location, supply-chain needs, off-take goals, and unresolved questions.

2. Evaluate gaps: DDT organizes the data against hydrogen categories to identify weak signals and conflict points.

2. Evaluate gaps

DDT organizes the data against hydrogen categories to identify weak signals and conflict points.

3. Generate action paths: DDT returns prioritized issues, vendor categories to search, and follow-up questions.

3. Generate action paths

DDT returns prioritized issues, vendor categories to search, and follow-up questions.