Growth Engineering for Real-Asset Finance

Baily Labs builds the strategies, systems, and analytical tools that enhance clarity, improve portfolio performance, and strengthen the risk-return profile for capital allocators.



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 capital efficiency is eroding—yet lack line-of-sight into where and how to fix 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.

Representative Work

  • Real-time compliance intelligence replacing spreadsheet workflows (Tier-1 CRE funds)

  • Onboarding reduced from days to seconds (Logistics infrastructure platform)

  • Growth accelerator for a national shared-mobility network (F500 OEM)

  • Enhanced risk analytics for high-value, multi-asset portfolios (Finance company)

  • 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)

  • Move capital faster into 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 move effectively.

Our ML/AI tools—Lighthouses—illuminate bottlenecks, guide investment decisions, and create confidence to resolve complex physical asset risks.

Baseline your current systems.

Schedule a 15 minute call with Cian O.

© 2025. Copyright ACN Digital Holdings Ltd

Baseline your current systems.

Schedule a 15 minute call with Cian O.

© 2024. Copyright ACN Digital Holdings Ltd

Baseline your current systems.

Schedule a 15 minute call with Cian O.

© 2024. Copyright ACN Digital Holdings Ltd

15 mins Discovery call

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