INNOVATION LAB
R&D Oracle
Enterprise R&D Productivity Intelligence
Under Development
Global TAM: $8BEnterprise R&D
The Problem
- Global enterprises spend $1T+/year on R&D, yet 40-60% produces zero commercial return within 5 years
- Samsung alone spends $22B/year on R&D with limited visibility into portfolio-level ROI
- Portfolio allocation is driven by politics and inertia rather than data-driven commercial probability
- Technology readiness is consistently overestimated, leading to premature commercialization and costly failures
How R&D Oracle Works
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 (not just lab-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
$8B
Global TAM
$2-5B/yr
Annual Value
18 months
Time to MVP
50-100
Target Customers
Target Industries
Pharma
Technology
Automotive
Chemicals
Any $1B+ R&D Spender
Interested in R&D Oracle?
Contact our innovation team to explore enterprise R&D productivity intelligence.