# Rate Case Author

*/Opportunities/Rate_Case_Author*

## Opportunity Overview

**Wedge**: Begin with small-to-medium water and wastewater utilities filing general rate cases in highly regulated states like California or New York. This niche faces the same rigorous filing requirements as massive electric utilities but lacks internal regulatory headcount, creating acute pain and heavy reliance on consultants. Expand from water to gas and electric utilities, and subsequently move laterally into drafting responses to commission data requests during the case discovery phase.
**Timing**: Long-context language models now reliably ingest thousands of pages of past regulatory filings, financial models, and commission precedents simultaneously without losing fidelity. This capability allows the system to draft highly contextualized testimony and exhibits that align with specific state commission expectations.
**Why This I C P**: Investor-owned utilities have direct financial incentives to file precise rate cases quickly, as delayed or rejected rate increases directly erode their return on equity. They already possess the structured financial data and historical filings required for ingestion.
**Size Of Prize**: ~1,100 US utility rate cases are filed annually across electric, gas, and water sectors. At an average external spend of ~$1.5M per case for drafting and testimony preparation, the annual addressable prize is ~$1.65B.
**Gap Narrative**: Utilities spend thousands of hours and millions of dollars on outside counsel and consultants to draft rate case filings. These filings require mapping historical financial data, capital expenditure justifications, and operational metrics to strict state-level regulatory statutes. Current tools are just text editors and spreadsheets, forcing manual data reconciliation and expensive external billable hours.
**Defensibility**: Defensibility compounds through state-specific regulatory workflow lock-in and a growing proprietary map of commission precedents and successful argument structures. As the system handles more filings within a specific jurisdiction, it maps the unspoken preferences and formatting quirks of that state's Public Utility Commission, ensuring outputs pass administrative review faster than a new entrant.
**Why This Thesis**: A Service-as-Software approach fits because rate case drafting is heavily sequential, document-bound, and structured by rigid administrative rules. An agentic system directly produces the narrative legal document and testimony, replacing the drafting labor of external consultants rather than just providing another workflow dashboard.

## Opportunity Linked Thesis

**Thesis**: [Agent](/Theses/Agent)

## Opportunity Linked I C P

**Icp**: [Regulated Utility](/CompanyTypes/Regulated_Utility)

## Opportunity Market Sizing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**S A M**: ~$300M-450M targeting North American investor-owned utilities and large municipal cooperatives
**S O M**: ~$15M-45M
**T A M**: ~10,000 global regulated utility entities × ~$100k-150k/yr ≈ $1B-1.5B
**Growth Rate**: ~10-15%/yr, driven by accelerating rate case frequency to recover capital for grid modernization and renewable transitions
**Paid Comparable Spend**: ~$500k-3M+ per rate case spent on outside regulatory counsel, economic consulting firms, and dedicated internal regulatory staff labor

## Opportunity Incumbents

- [Microsoft Excel](/Products/Microsoft_Excel) — Spreadsheet
- [Workiva Platform](/Products/Workiva_Platform) — Tool
- [PowerPlan Regulatory Suite](/Products/PowerPlan_Regulatory_Suite) — Tool
- [UIPlanner Regulatory Software](/Products/UIPlanner_Regulatory_Software) — Tool
- [Concentric Energy Advisors](/Products/Concentric_Energy_Advisors) — Service
- [ScottMadden Consulting](/Products/ScottMadden_Consulting) — Service
- [Microsoft Word](/Products/Microsoft_Word) — Tool

## Opportunity Win Conditions

**Kill Thresholds**:
- Zero paid pilots greater than $25k secured within the first 120 days
- Pilot-to-annual contract conversion rate under 40 percent at the $100k tier
- Sales cycle for initial paid pilot exceeds 6 months
- User retention drops below 30 percent after the first rate case filing is submitted
**Leading Metrics**:
- Time-to-first testimony draft generated
- Number of cross-referenced exhibits linked per active rate case
- Percentage of internal regulatory staff logging in weekly
- Outside counsel drafting hours displaced per filing
**What Proves Right**: Regulatory teams at investor-owned utilities log in weekly to draft testimony and calculate exhibit schedules directly within the system. Pilot customers file grid modernization rate cases without increasing outside counsel spend, converting to $100k annual recurring contracts. At least 60 percent of active users rely on the system to cross-reference previous commission rulings during the drafting process.
**What Proves Wrong**: Target utilities refuse to migrate workflows, citing an inability of the software to handle state-specific commission formatting requirements. Internal regulatory teams continue paying $500k to economic consulting firms for initial drafts rather than adopting internal authoring tools. The sales cycle stretches past 9 months without securing paid $25k pilot commitments from large municipal cooperatives.

## Opportunity Build Profile

**Hardest Part**: Maintaining a verifiable, zero-hallucination chain of custody from thousands of disconnected financial spreadsheets and engineering reports into a finalized legal narrative where every cited figure traces exactly to its source cell.
**Min Viable Scope**: Generate only the narrative Direct Testimony documents for capital investment expenditures for a single utility type in a single state jurisdiction. Exclude fully automated financial model generation, cross-examination prep, and multi-state rate designs.
**Cold Start Problem**: The system lacks access to highly confidential utility financial models and historical, unredacted draft narratives needed to establish the highly specific structural formatting required by state commissions. Break this by securing a pilot with a specialized regulatory consulting firm to process past public dockets and shadow one live filing.
**Time To First Value**: 3–4 weeks of document ingestion and data mapping before generating the first accurate draft testimony.
**Data Moat Available**: true
**Technical Difficulty**: High

## Neighborhood

### Where the gap lives

- [Utilities](/Industries/Utilities) — latent gap · Industries

### Incumbent in

- [Microsoft Excel](/Software/Microsoft_Excel) — incumbent in · Software
- [UIPlanner Regulatory Software](/Products/UIPlanner_Regulatory_Software) — incumbent in · Products
- [Workiva Platform](/Products/Workiva_Platform) — incumbent in · Products
- [Concentric Energy Advisors](/Products/Concentric_Energy_Advisors) — incumbent in · Products
- [Microsoft Word](/Products/Microsoft_Word) — incumbent in · Products
- [PowerPlan Regulatory Suite](/Products/PowerPlan_Regulatory_Suite) — incumbent in · Products
- [ScottMadden Consulting](/Products/ScottMadden_Consulting) — incumbent in · Products

### Applies thesis

- [Regulated Utility](/CompanyTypes/Regulated_Utility) — applies thesis · CompanyTypes

### Embodies

- [Agent](/Theses/Agent) — embodies · Theses

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