Capability 01

Differentiated AI applications with real commercial potential.

We evaluate AI applications the way an acquirer would: durable advantage, credible buyers, and a defined route to deployment at scale.

Evaluation framework

What qualifies an application.

Most AI applications fail commercially for the same reasons. Our screen is deliberately narrow.

01
Demonstrable advantage
Performance, cost or capability that is materially better than the incumbent approach — measurable in a customer's own environment.
02
Defensible position
Proprietary data, protected IP, regulatory standing or workflow depth that resists rapid replication.
03
Clear economic buyer
A named budget owner with a quantified problem, not a category thesis in search of a use case.
04
Path to deployment
Realistic integration, security and compliance requirements for enterprise and institutional environments.

Areas of focus

We concentrate where technical differentiation converts into procurement — sectors with measurable outcomes and institutional buyers.

Operations, asset intelligence and process optimization.

Risk, diligence, compliance and decision support.

Discovery, workflow and evidence generation.

Secure, auditable deployment in regulated settings.

Forecasting, routing and exception management.

Vertical applications with embedded domain knowledge.

Technology developers and IP owners can submit an application for evaluation. Reviews are confidential and handled directly by the principals.