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Grid Scenario Planner for Power Mix Decisions
Create a web-based decision platform that compares nuclear, storage, renewables, hydro, and gas under configurable assumptions such as load growth, build timelines, storage duration, utilization, and cost of capital. This addresses the visible confusion and polarization around which technologies are economically credible in different grid contexts.
Why this matters
You keep hearing confident claims that one generation source is obviously the answer, yet every meeting turns into argument over timelines, cost curves, storage duration, baseload, or capacity factors. Your current options are consultant reports that go stale, complicated grid tools that only specialists can use, or spreadsheets no one trusts. When you need to compare a reactor program against batteries and renewables, the assumptions are buried and the outputs are hard to defend. You want a planning tool that makes tradeoffs visible, lets you stress-test assumptions, and gives non-technical decision makers something they can understand without oversimplifying the physics or economics.
- · Built for Utility planning teams, municipal energy offices, corporate energy strategists, policy researchers, and infrastructure investors needing transparent scenario analysis..
- · Most likely monetization: SaaS subscription.
The Pain · Narrative
You keep hearing confident claims that one generation source is obviously the answer, yet every meeting turns into argument over timelines, cost curves, storage duration, baseload, or capacity factors. Your current options are consultant reports that go stale, complicated grid tools that only specialists can use, or spreadsheets no one trusts. When you need to compare a reactor program against batteries and renewables, the assumptions are buried and the outputs are hard to defend. You want a planning tool that makes tradeoffs visible, lets you stress-test assumptions, and gives non-technical decision makers something they can understand without oversimplifying the physics or economics.
Score Breakdown
Market Signal
Go-to-Market
Strategy and resource-planning managers at regional utilities and public energy agencies evaluating long-term generation portfolios.
~10,000-30,000 professional users globally
cold outbound
$499/month
5 pilot teams actively building scenarios and exporting reports within 30 days
MVP Scope · 1–2 weeks
- Define the first 10 variables users can adjust, including load growth and storage duration
- Source public default assumptions for capex, build time, fuel, and utilization
- Build a simple calculation engine for side-by-side scenario comparison
- Create charts for cost, time to capacity, reliability coverage, and emissions
- Interview 5 utility or policy users to validate which outputs matter most
- Add saved scenarios and shareable links for team review
- Implement assumption transparency with editable input panels and citations
- Create exportable PDF summaries for committee or board use
- Add sensitivity analysis for financing cost and construction delay risk
- Publish a demo model for one representative regional grid to support sales
Differentiation
Why This Might Fail
Self-rebuttal — the most important trust signal
- 1If the tool is too simplified, experts will dismiss it as superficial and unreliable.
- 2If it becomes too detailed, the product may recreate heavyweight modeling tools and lose usability.
- 3Political bias accusations could hinder adoption unless methodology is transparent and neutral.
Evidence Summary
How AI synthesized this insight — no verbatim quotes
The conversation repeatedly returned to unresolved tradeoffs between large reactors, small modular designs, storage, renewables, hydro limits, gas fallback, and economic timelines. Multiple commenters challenged each other's assumptions on baseload, utilization, cost, and delivery speed. That is a classic signal for a planning product: the market lacks a shared, transparent framework for comparing pathways under common assumptions.
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Build
Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.
Landing Page Copy Kit
Ready-to-paste copy based on real Reddit community language — no editing required
Headline
Grid Scenario Planner for Power Mix Decisions
Sub-headline
Create a web-based decision platform that compares nuclear, storage, renewables, hydro, and gas under configurable assumptions such as load growth, build timelines, storage duration, utilization, and cost of capital. This addresses the visible confusion and polarization around which technologies are economically credible in different grid contexts.
Who It's For
For Utility planning teams, municipal energy offices, corporate energy strategists, policy researchers, and infrastructure investors needing transparent scenario analysis.
Feature List
✓ Interactive scenario builder for generation mix, storage duration, and demand growth ✓ Transparent assumptions for cost, timelines, reliability, and utilization ✓ Board-ready charts comparing pathways under uncertainty
Where to Validate
Share your landing page in r/HN · front_page — that's exactly where these pain points were discovered.
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