Market & Technology Analysis
April 12, 2026
Elena V. Morales, PhD; James K. Chen, MBA; Priya Natarajan, PhD
This analysis models levelized cost of electricity (LCOE) for SMRs across three regulatory regimes and identifies tipping points for commercial deployment. We find that factory manufacturing at >8 units/year reduces capex by 28% versus first-of-a-kind builds, with strongest market fit in industrial microgrids.
Finance & ROI
Strategy & Ops
Regulatory & Policy
Applied Research Article
April 8, 2026
Marcus D. Webb, CTO; Sofia I. Petrov; A. Rahman & STT Finance AI Consortium
We report results from a 6-month federated learning deployment across 14 tier-2 banks. The model achieved 91.3% recall on novel fraud patterns with zero raw data sharing. Latency increased 12ms per transaction. We discuss regulatory approvals, model governance, and ROI at $2.1M annual loss prevention per bank.
Finance & ROI
Regulatory & Policy
Strategy & Ops
Business Case Study
April 5, 2026
Dr. Liam O’Connell, Founder; STT Case Study Team
NovaGraft reduced COGS for autologous CAR-T from $180k to $42k per dose via closed-system automation and distributed manufacturing. We detail facility design, regulatory strategy with FDA, and Series B terms. Key lesson: treat the bioreactor like a software release pipeline.
Go-to-Market
Venture Capital
Supply Chain
Tech Transfer Report
March 29, 2026
Office of Tech Transfer, MIT; Verizon Innovation Labs
This report outlines IP bundling, field-of-use licensing, and royalty structures used to commercialize a 120-km QKD link. We provide a template for national lab → telecom deals, including export control review steps and indemnification clauses that accelerated time-to-contract by 5 months.
IP & Tech Transfer
Strategy & Ops
Regulatory & Policy
Policy & Standards Brief
March 22, 2026
Isabella M. Rossi, JD; Henrik Dahl, PhD; STT Policy Lab
Based on interviews with 11 providers and legal counsel, we estimate initial compliance costs of €4.2M-€11.7M for GPAI models, driven by data governance and red-teaming. SMEs face disproportionate burden. We propose tiered obligations and shared audit infrastructure.
Regulatory & Policy
Finance & ROI
Strategy & Ops