Growth Engineering for Real Asset Markets
Baily Labs develops strategies and advanced systems that create clarity for high-performing teams and decision-makers, and transform risk and reward outcomes for capital allocators and their stakeholders.
The Problem
Across real-asset portfolios—CRE, infrastructure, fleets, energy systems, and natural resources—performance is constrained not by fundamentals, but by data fragmentation, operational friction, and opaque value leakage.
This leads to slowed deployment, conservative underwriting, orphaned assets, and returns that fall short of target. Most organisations know that capital efficiency is eroding—yet lack line-of-sight into where and how to resolve it.
What We Do
We redesign and integrate the systems, workflows, and data infrastructure that connect assets, risk functions, and investment teams. The result: faster deployment, higher-quality decisions, and more productive portfolios.
Example Outcomes
Replaced spreadsheets with real-time compliance intelligence (Tier-1 CRE funds)
Cut new client onboarding from days to minutes (cross-border logistics)
Accelerated growth and adoption of a shared-mobility network (F500 OEM)
Enhanced risk analytics for high-value, multi-asset portfolios (Finance company)
Created trusted digital pathways for remote asset services (Consumer/home services)
The Impact
When friction disappears, we can:
Use idle assets to generate profit (infrastructure, fleets)
Allocated capital faster into new growth opportunities
Expand markets and enable new participants
Unlock hidden value and improve return profiles
Our Approach
We operate at the intersection of finance, strategy, operations, risk, and technology—mapping where capital stalls, and designing systems that help it flow effectively.
Our ML/AI tools—Lighthouses—illuminate bottlenecks, guide investment decisions, and create confidence to better understand and resolve complex physical asset risks.

