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Active Development

EV_LV - Grant Intelligence Platform

AI-powered EV charging infrastructure research platform for LAW Ventures. Site selection, feasibility analysis, ROI calculations, and grant application support across $300M+ in funding programs.

Features AVA, a specialized AI agent with 12+ tools for grant intelligence, replacing $195K+ in traditional development costs.

Strands SDKClaude APIMCP ServersFine-tuned LLMN8NNREL API
$148M+
Grant Programs Tracked
200K+
Charging Stations Indexed
95%
Grant Match Accuracy
$0
Cost per Report (Local AI)
Grant Intelligence

Tracked Funding Programs

Real-time tracking of federal, state, and utility incentive programs for EV charging infrastructure.

$148M

NEVI

Federal EV corridor program, 150kW+ DCFC

$20M

CEJA Round 3

Illinois state, 80% coverage, EJ priority

$100M

ComEd EV Programs

Utility rebates $2K-$180K per project

Federal

CFI

Charging & Fueling Infrastructure

Federal

USDA REAP

Rural energy grants

Platform Capabilities

Comprehensive toolset for EV charging site analysis and grant application support.

🔍Live

Grant Intelligence

Track NEVI ($148M IL allocation), CEJA ($20M), ComEd ($100M), CFI, and USDA REAP programs with real-time eligibility matching.

🤖Live

AVA Agent

AI-powered assistant with 12+ specialized tools for grant research, rebate calculations, ICC certification checking, and grant stacking validation.

📊Live

Site Analysis

Automated feasibility analysis with ROI calculations, competition analysis via NREL API, and corridor gap identification.

🎙️Live

Audio Reports

Podcast-style AI-generated reports using local Ollama models. Zero API cost with fine-tuned grant narrative generation.

📑Live

Expert Consensus

5-expert weighted scoring system analyzing financial, market, compliance, technical, and competitive factors.

🔗Live

N8N Automation

Workflow automation for daily summaries, help requests, session capture, and client communication.

AI Agent

AVA - Grant Intelligence Agent

AVA is a specialized AI agent built with the Strands SDK and Claude API. It provides agentic tool-calling capabilities for grant research, rebate calculations, compliance checking, and narrative generation.

1
4-Tier Agent Architecture (Master → Domain → API → Orchestrator)
2
5-Expert Weighted Consensus System
3
Fine-tuned Narrative Model (Qwen3-1.7B, $0/generation)
ava-tools.ts
query_knowledge_baseAccess grant program details
calculate_comed_rebatesCalculate exact ComEd rebates
check_icc_requirementsICC certification compliance
explain_hourly_pricingComEd Hourly Pricing guidance
validate_grant_stackingValidate program combinations
analyze_nrel_stationsCompetition & gap analysis
generate_grant_narrativeFine-tuned narrative generation
consult_market_intel_expertCompetitive intelligence

Technology Stack

backend

Node.jsExpressPythonFlaskSQLitePostgreSQL

ai

Claude APIStrands SDKOllamaFine-tuned LLMsMCP Servers

apis

NRELChargeHubChargePointGrants.govComEdAFDCWattTime

frontend

HTML5JavaScriptVue.jsChart.js

infrastructure

RailwayGitHub CodespacesN8NDocker
Future Development

AVA Enhancement Roadmap

Transforming AVA into a proactive, memory-enabled, multi-modal grant intelligence agent.

1
Phase 1

Memory System

In Progress

Persistent context with MCP memory, user profiles, cross-session learning

2
Phase 2

Multi-Modal

Planned

Voice I/O with ElevenLabs, document analysis, PDF processing

3
Phase 3

Context Continuity

Planned

Conversation threading, semantic search, enhanced history

4
Phase 4

Consumer Integration

Planned

Public-facing product with AVA backend integration

5
Phase 5

Learning System

Future

Outcome tracking, feedback loops, quarterly model retraining

Business Impact

$195K+
Development Costs Avoided

Custom AI platform vs enterprise solutions

24 Days
Time to Production

From concept to deployed platform

$0/Report
Local AI Cost

Fine-tuned Ollama models, unlimited generation

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