# Product demo storyboards

## Product frame

**An evidence operating system for high-stakes energy decisions**

Not a generic chatbot. Not a floating copilot. A workflow-bound system with:
- source connectors
- evidence memory
- reasoning agents
- provenance and citations
- routing and approvals
- evals and exception monitoring

## Storyboard 1 — Treasury / lender readiness

### User
Treasurer or VP finance

### Trigger
A redetermination cycle, covenant package, or lender question hits.

### Product flow
1. ingest reserve, hedge, cash, and debt-package sources
2. reconcile deltas and flag conflicts
3. assemble evidence-backed covenant and borrowing-base packet
4. generate lender Q&A draft responses with citations
5. route to finance, treasury, and legal signoff
6. retain memory for the next cycle

### Demo payoff
The user sees readiness, evidence traceability, and faster response — not magical lender control.

## Storyboard 2 — Non-op / minerals / title

### User
Land lead, owner relations lead, or non-op manager

### Trigger
A burst of JOAs, AFEs, JIB disputes, title defects, and owner exceptions arrives.

### Product flow
1. ingest lease, deed, title, JOA, and owner files
2. classify routine vs novel issues
3. surface clause extracts and chain-of-title deltas
4. draft owner responses and issue logs with citations
5. route novel edge cases to human legal / land review

### Demo payoff
The user sees queue compression and better evidence discipline without pretending edge-case interpretation is solved.

## Storyboard 3 — Utility planning / rate recovery

### User
Regulatory lead or planning lead

### Trigger
IRP refresh, discovery response, or rate-case package cycle.

### Product flow
1. ingest workpapers, testimony, discovery, and historical filings
2. build consistency map across numbers, exhibits, and narrative
3. draft evidence-backed responses and exhibit shells
4. route to finance, regulatory, and legal review
5. maintain a live issue log across revisions

### Demo payoff
The user sees fewer dropped citations, faster discovery response, and lower witness-prep burden.

## Storyboard 4 — Commercial operations (LNG / refining / trading ops)

### User
Commercial ops lead or desk operations manager

### Trigger
Cargo exceptions, scheduling conflicts, confirmation breaks, settlement issues.

### Product flow
1. ingest contracts, schedules, transaction logs, and counterpart communications
2. surface mismatches, deadlines, and option clauses
3. draft issue summaries and response packets
4. route only judgment-heavy exceptions to humans
5. preserve memory by counterparty and process

### Demo payoff
The user sees continuous model usage because the loop is frequent, repetitive, and exception-heavy.

## Non-negotiables for every storyboard
- evidence provenance
- human signoff boundary
- visible failure modes
- workflow memory
- measurable before/after metrics