Where’s the New Business?

Key Takeaways

• H3 focuses on building entirely new CRE business models
• Five provocation questions reveal AI‑driven value migrations
• Examples include continuous diligence and evidence‑based advisory
• Framework forces firms to confront legacy constraints
• Early adopters gain strategic advantage over incremental players

Summary

The article introduces the H3 Provocation Framework, a five‑question tool designed to push AI initiatives in commercial real‑estate (CRE) beyond efficiency (H1) and capability (H2) into true transformation (H3). By applying the framework to workflows such as diligence, advisory, occupancy and portfolio management, firms can surface entirely new products, services, or market structures that did not previously exist. The author illustrates four prototype H3 concepts—continuous diligence, evidence‑based advisory, occupier‑as‑a‑service, and portfolio intelligence—as examples of value migration. The piece argues that only by confronting legacy business models can CRE firms capture AI‑driven revenue streams before competitors do.

Pulse Analysis

Artificial intelligence is reshaping commercial real‑estate, but most firms stop at automating existing tasks. The H3 Provocation Framework forces a strategic leap from incremental gains to entirely new business models. By asking five targeted questions—what becomes free, what unbundles, who could enter fresh, where control shifts, and who currently pays for the problem—companies can map the migration of value from traditional revenue streams to AI‑enabled products. This method uncovers opportunities such as continuous diligence platforms that turn episodic reports into a data‑as‑a‑service offering, and evidence‑based advisory services that monetize verifiable decision‑support rather than reputation alone.

The framework’s real power lies in its ability to surface “uncomfortable” insights that challenge entrenched business models. When AI removes a core constraint, the old service may become obsolete, prompting firms to re‑engineer their value proposition. For instance, occupier‑as‑a‑service reimagines leasing as outcome‑based performance contracts, shifting risk and revenue from landlords to data‑driven service providers. Similarly, portfolio intelligence transforms internal analytics into marketable benchmarking products, creating a knowledge‑income stream that compounds as data accumulates. By systematically evaluating these shifts, CRE firms can prioritize investments that generate sustainable competitive moats rather than short‑term efficiency wins.

For executives, the H3 Provocation Framework offers a disciplined pathway to future‑proofing. It aligns AI strategy with horizon‑three thinking, ensuring that technology initiatives are not merely cost‑cutters but engines of growth. Companies that embed the five provocations into their RIRA imagination phase can identify nascent markets, anticipate new entrants, and position themselves as the providers of tomorrow’s CRE solutions. In a sector where capital structures and underwriting practices evolve slowly, being the first to monetize AI‑derived insights can translate into significant market share and higher valuation multiples, making the difference between leading the transformation or lagging behind.