INNOVATION LAB
R&D Oracle
Enterprise R&D Productivity Intelligence
The Problem
$1T+ in Global R&D Spend with 40-60% Producing Zero Return
Massive Waste
Global enterprises spend $1T+/year on R&D, yet 40-60% produces zero commercial return within 5 years, representing hundreds of billions in wasted investment.
$400-600B wasted annually
Portfolio Blind Spots
Samsung alone spends $22B/year on R&D with limited visibility into portfolio-level ROI, making it impossible to optimize allocation across thousands of projects.
$22B annual R&D with limited ROI visibility
Political Allocation
Portfolio allocation is driven by politics and inertia rather than data-driven commercial probability, leading to zombie projects that consume resources for years.
30-40% of projects are political, not strategic
Readiness Overestimation
Technology readiness is consistently overestimated, leading to premature commercialization and costly failures when lab results fail to translate to production.
2-3x timeline overruns on average
The Solution
AI-Powered R&D Portfolio Intelligence
R&D Portfolio Scoring
Scores every R&D project by commercial probability, time-to-market, and competitive advantage using patent analysis, market signals, and historical success patterns.
Technology Readiness Prediction
Predicts when technologies will be production-ready by analyzing maturity indicators, scale-up challenges, and supply chain dependencies.
Competitive R&D Intelligence
Tracks competitor R&D focus via patent filings, hiring patterns, and conference papers to identify strategic gaps and emerging threats.
Key Metrics
Interested in R&D Oracle?
Contact our innovation team to explore enterprise R&D productivity intelligence.