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PEARL

Environmental Compliance
Free ยท Ad-SupportedPro ยท Buy OncePlatform ยท Your Data, Your RulesPWA

A global platform that makes clean-energy incentives accessible to ordinary citizens. Describe what you drive, what you want to replace it with, and how much it costs โ€” PEARL tells you what incentives you qualify for, in your currency, under your region's rules.

๐ŸŒŽ Region-Adaptable๐Ÿ’ฐ Multi-Currency๐Ÿง  AI-Powered Parser๐ŸŽค Voice Input๐Ÿ“ฑ PWA / Offlineโ™ฟ WCAG AA๐Ÿ›๏ธ CARB-Proven (CA, USA)
The Problem โ€” Worldwide

Governments offer clean-energy incentives. Citizens don't know they exist.

A truck driver in Sacramento, a farmer in Punjab, a fleet operator in Ontario โ€” they all have clean-energy incentive programs available. But the rules are buried in regulatory documents written for bureaucrats, not the people they're meant to help.

๐Ÿ”Invisible Incentives

Citizens don't know what's available. Programs exist but are buried in 200-page guideline documents no one reads.

๐Ÿ“ŠComplexity Barrier

Emission factor tables, tier classifications, weighted reduction formulas โ€” a single grant calculation can involve 4+ steps with region-specific lookup tables.

๐ŸŒFragmentation

California uses CARB guidelines. Canada uses ECCC. India has FAME-II. The EU has Green Deal. Each has its own formulas, caps, and eligibility. No single tool covers them.

๐ŸŽฏPEARL

Describe your situation in plain language. PEARL's AI applies your region's formulas and tells you exactly what you qualify for โ€” with a full audit trail.

Capabilities

Everything you need. Nothing you don't.

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Multi-Program Calculator

Calculate cost-effectiveness across Carl Moyer, FARMER, CAP, CC4A, and EFMP+ simultaneously. Compare eligible programs side by side.

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AI-Powered Natural Language

Describe your situation in plain text or voice. PEARL's GPT-4o-mini parser extracts equipment type, model year, horsepower, usage, and cost โ€” in any language.

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Voice Input

Speak your equipment specs hands-free. Critical for field workers and non-desktop users. Real-time transcription via Web Speech API.

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4-Step Audit Trail

Every calculation is logged: input โ†’ emission factors โ†’ weighted reduction โ†’ grant amount. Export for compliance documentation.

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Competitive Landscape

No known commercial tool covers emission incentive calculations end-to-end with AI input and multi-region support. PEARL is first to market.

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PWA / Offline

Install on any device. Calculator works without network connectivity. Currency-aware formatting adapts to regional conventions.

Global Vision

One Platform, Any Region

๐Ÿ‡บ๐Ÿ‡ธ
California, USA
CARB Carl Moyer, FARMER, CAP
$ USD
โœ“ LIVE
๐Ÿ‡จ๐Ÿ‡ฆ
Canada
ECCC Clean Fuel Regs, iZEV, ZETF
$ CAD
๐Ÿ‡ฎ๐Ÿ‡ณ
India
FAME-II, PLI, State EV Subsidies
โ‚น INR
๐Ÿ‡ช๐Ÿ‡บ
European Union
Green Deal, Fit for 55, National Plans
โ‚ฌ EUR
Architecture

Three-layer design

Client โ€” React SPA
Calculation engine runs entirely in-browser โ€” no server round-trips
Region-specific data layer: emission factor tables, funding caps, eligibility rules (swappable)
Voice input via Web Speech API with real-time transcription
PWA with offline support
Currency-aware formatting: adapts to regional symbol and decimal convention
AI Service โ€” Serverless Function
Natural language parser: free-text โ†’ structured calculator inputs in any language
LLM-powered extraction (GPT-4o-mini) โ€” understands regional terminology
Graceful fallback: keyword parser activates if AI unavailable
CORS-restricted, API keys never exposed, rate limiting
Infrastructure โ€” Cloud
Static hosting with global CDN, auto-SSL, custom domains per region
Serverless functions โ€” scales to zero, pay-per-call
Secrets managed as environment variables
CI/CD pipeline โ€” push to main auto-deploys
Region-specific subdomains: pearl-ca, pearl-in, pearl-eu
User describes situation โ†’ AI Parser extracts fields โ†’ Region data layer applied โ†’ Calc engine runs local formulas โ†’ Incentive result + audit trail in local currency
By the Numbers
11
Source Categories
5
Incentive Programs
3
Guideline Versions
37
Example Problems
95%
Validation Rate
468
Tests Passed
<3s
Parse to Result
$0
Subscription Fee
Who This Serves
Citizen

Ordinary People

The truck driver who doesn't know they qualify for $150,000 to replace their diesel rig. The farmer who's never heard of FAME-II. PEARL is built for them first.

Government

Air Districts & Agencies

District analysts who spend hours per calculation in Excel. Agencies who need standardized, auditable grant calculations.

Enterprise

Fleet Operators & Consultants

Fleet managers evaluating replacement strategies across multiple programs. Environmental consultants preparing grant applications.

Roadmap
Current
v1.3.0 โ€” California
โ†’AI-powered natural language parser
โ†’Voice input with real-time transcript
โ†’37 CARB example library
โ†’4-step calculation audit trail
โ†’Dual-program CMP/FARMER comparison
โ†’PWA with offline calculation
โ†’468 automated tests (95% pass)
Next
v2.0 โ€” Platform
โ†’Region configuration layer (data-driven)
โ†’Multi-currency formatting engine
โ†’Batch calculation mode (CSV upload)
โ†’PDF report generation with branding
โ†’Saved project history
โ†’Second region pilot (Canada or India)
Future
v3.0 โ€” Global
โ†’Multi-language UI and AI parser
โ†’Region marketplace (self-service onboarding)
โ†’Agency admin portal and dashboards
โ†’API for third-party integrations
โ†’Mobile-native app wrapper
โ†’Real-time regulatory data sync
Technology

Enterprise-grade. Cloud-native.

React (CRA)Azure Static Web AppsAzure Functions (Serverless)Azure OpenAI (GPT-4o-mini)GitHub Actions CI/CDWeb Speech APIPWA + Service WorkerWCAG AA Accessible468 Automated Tests

Ready to try PEARL?