Strategy shipped.
Production-grade.

The brief

Gore needed a defensible go/no-go signal on emerging high-temperature materials markets — fast, but auditable enough that lead scientists would actually trust the output.

What we built

Gore M2 Intelligence Hub — a production-grade, AES-256-GCM encrypted research dashboard powered by an 8-stage LangGraph pipeline with 4 parallel fetchers and ReAct agents.

• Proprietary Gore Lens — expert-knowledge encoding framework with toggleable, MCP-compatible relevance rules
• Signal-card architecture with RWW (Real / Win / Worth) scoring and full evidence trails
• 9 configurable Gore Lens rules — temperature floor, material class, chemistry scope, PFAS sensitivity, market size, liability, recency, novelty, 200°C gap
• CEEX integration with token mapping into Gore’s internal scoring tools

Outcome

Novel signals validated by lead scientist. Measurably higher relevance with Gore Lens ON vs OFF. Go/no-go commercialization milestone delivered April 2026.

The brief

Heller — a full-service pharma agency — needed an AI Center of Excellence that respected MLR/PRC review, FDA compliance, and brand voice across multiple client portfolios.

What we built

• End-to-end AI Center of Excellence with NIST AI RMF and FDA / MLR / PRC compliance baked in
• 2 AI-powered applications on MindStudio with RAG retrieval grounded in 5 brand knowledge bases
• AI Search Strategy for pharma — competitive intelligence on AI mention rates across LLMs
• Google Ads management across 6 concurrent pharma campaigns + 8 active automations

Outcome

The brief

Internal product. The hypothesis: a single operator can run a multi-agent trading desk if the architecture is right. The proof point: revenue while we sleep.

What we built

• News Intelligence Trading Platform — news-driven trading algorithms across equities & crypto
• Public.com Trading Dashboard — Python web app (app.py · sr_engine.py · research.py)
• Public Trading Central Command — multi-agent trading command center
• Automated Crypto Trading Program with altFINS integration · signal-forge architecture
• Hyperliquid DeFi investment strategy engine
• Options Lab with strategy testing guide · brokerage API integration (Alpaca, Public)
• GitHub version control · nycsav/signal-forge-v2

Outcome

Production trading infrastructure spanning equities, options, and crypto / DeFi. Demonstrates full-stack builder capability — strategy to deployed system, principal-led end to end.

The brief

Senior leaders need to make AI decisions, not slide-deck AI decisions. We run hands-on cohorts that end with a working artifact.

Outcome

Legacy engagements include Citi (Web3/fintech strategy), AT&T / BBDO (“It Can Wait” — 5MM+ pledges), American Express / Rokkan (50% social following increase), Google (Google+ launch strategy), and Jublia (omnichannel HCP/patient program).