Altruistic AI

Research → Strategy Map (v1)

Turn 10 seed papers into shipping decisions: pilots, product bets, metrics, and revenue levers. No vibe decks. Just moves.

Strategy Flywheel

Research → Feature Bets → Pilots → Measured Impact → Certification → Revenue → More Data

Each loop hardens the moat (data + methods) and reduces sale friction (proof + partners).

9 Seed Papers → Product Moves

Direct Application

Regenerative Economy (ASEAN, 2025)

Features: Resource Orchestrator, Load Shifting, Behavior Nudges

Pilot: Campus Sustainability Dashboard

Metrics: kWh↓, peak-demand↓, $/sqft, CO₂e↓

Direct Application

Urban & Peri-urban Agriculture (2025)

Features: Environment Control, Anomaly Detection, Setpoint Tuner

Pilot: Home Energy Manager

Metrics: kWh/kg produce, water/L per kg, uptime

Direct Application

Digital Health Tech & Sensors (2024)

Features: IoT Ingestion, Privacy Analytics, IAQ Optimization

Pilot: Healthcare Energy Steward

Metrics: kWh per patient visit, IAQ compliance

Ecosystem Enabler

Green Tech beyond Mitigation (2025)

Features: Certification Program, Audit Trails, Verifier APIs

Pilot: Partner Registry Integration

Metrics: audits passed, time-to-verify

Ecosystem Enabler

Emerging Tech & Patent Valuation (2025)

Features: IP Strategy, Attribution Ledger, Recipe Engine

Pilot: Provisional Patent Filing

Metrics: filings, licensing interest

Ecosystem Enabler

National Innovation Strategy (2024)

Features: PoC Toolkit, Data Adapters, Municipal Bundle

Pilot: City Hall + Library + Public Works

Metrics: time-to-ingest, deployment hours/site

Monetization

6G & Emerging Networks (2025)

Features: Edge Inference, Network Scheduling, Credit Creator

Pilot: Low-latency Load Control

Metrics: latency, MWh shifted, credits minted

Monetization

AI as Co-creator (2025)

Features: Ops Assistants, Human-in-loop, Training Platform

Pilot: Workforce Development

Metrics: time-to-resolution, training completions

Monetization

Legal Business Model Digitalization (2022)

Features: Contract Templates, Revenue Share, Governance

Pilot: Standardized MSA + Credit Split

Metrics: sales cycle length, gross margin

Named Modules

Campus Sustainability Dashboard

City Block Optimizer

Home Energy Manager

Healthcare Energy Steward

PoC AI Toolkit

Carbon Credit Creator

Workforce Development Platform

AI Certification Program

Pilot Menu (Pick 3 Now)

P1 — UNE Campus Sustainability Dashboard

Scope:

1–2 buildings, weekly Impact Receipt, ops-copilot

Target:

8–12% kWh reduction in 60–90 days

Deliverables:

live dashboard, receipts, monthly audit packet

P2 — Biddeford Municipal Bundle

Scope:

City Hall + Library; load shifting + comfort guardrails

Target:

peak-demand↓ 10%, IAQ within ASHRAE 62.1

Deliverables:

exec report, public-facing savings ticker

P3 — Clinic Energy Steward

Scope:

outpatient clinic; IAQ + HVAC optimization; sensor hygiene

Target:

kWh/visit↓ 15% with comfort compliance ≥ 95%

Deliverables:

compliance dashboard + staff training

Board-Ready Metrics

8-12%

kWh Reduction

10%

Peak kW↓

95%

Comfort Compliance

2.3t

CO₂e Avoided

60-90

Days to Value

30/60/90 Execution

Day 0–30

• Ship PoC Toolkit α: adapters, Explainability v0, Action-Recipes
• Run UNE + Biddeford discovery: data access, meters, control points
• Draft provisional patent on attribution + recipes

Day 31–60

• Deploy in 1 building each; start weekly Impact Receipts
• Launch Certification β: audit checklist + verifier API stub
• Staff training module v1 (Workforce platform)

Day 61–90

• Optimize control loops; publish verified savings
• Convert to paid: SaaS per-site + rev-share on verified savings/credits
• Scope credit issuance pilot

Ready to Deploy?

This strategy map is ready for pilot deployment. Let's turn research into revenue.

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