Different schemas
Patent claims, research papers, TTO listings, corporate needs, campus capabilities, federal technology, programs, facilities, markets, and people.
Computational Opportunity Intelligence
Different information. One comparable opportunity language.
Arns converts distributed technical and market knowledge into evidence-grounded capability objects and relationships that can be compared, connected, recombined, and tested as buildable configurations—without reducing the work to keyword search or a static IP database.
INTEROPERABLE INTELLIGENCE
Organize heterogeneous systems into a common reasoning surface.
The point is not to make every source look the same. The point is to make the parts that matter computationally comparable while preserving where each claim came from, what is known, what is inferred, and what remains missing.
Common semantics
Functions, inputs, outputs, interfaces, operating conditions, constraints, measurable parameters, dependencies, applications, evidence, and provenance.
Many-to-many configuration
Complementary technologies, white spaces, missing ingredients, buyer and sponsor fit, builder roles, receiving systems, venture architectures, and deployment pathways.
From information to configuration
Understand the ingredients. Reason across the relationships. Make the missing visible.
Instead of treating a patent, research result, market need, or organization as a single static record, Arns can represent the functions, objects, outcomes, constraints, interfaces, receiving systems, and evidence around them. That makes it possible to ask a harder question: what combination could satisfy the objective, what remains missing, and why is the connection defensible?
Airport circular-carbon infrastructure
Carbon × Energy × Mobility
Airport operations, captured carbon, fuels, infrastructure, university technology, and airline demand create a high-value cross-system white space.
Deployment: airports · Buyers/sponsors: airlines, airports, infrastructure, energy
Grid-flexible building systems
Energy × Built × Compute
Controls, storage, thermal assets, distributed energy, market participation, and test environments can be configured as a new operating system.
Deployment: campuses, portfolios · Pathway: pilot → procurement
Reverse-logistics intelligence
Materials × Compute × Retail
Returns, packaging, waste streams, routing, and operational data point toward new coordination products and business models.
Deployment: large-format retail · Pathway: software + operations
Federal technology × campus venture
Research × Compute × Manufacturing
A federal technology can become more commercially legible when paired with campus capabilities, complementary IP, a sponsor problem, and a receiving environment.
Pathway: sponsored opportunity development → spinout/license
Data-center waste-heat receiving systems
Energy × Built × Water
Waste heat becomes an opportunity only when receiving systems, thermal demand, sites, economics, and infrastructure are designed around it.
Deployment: data centers + adjacent facilities
Circular food-system infrastructure
Food × Materials × Carbon
Waste, packaging, organics, cold chain, carbon and local infrastructure can be treated as one configurable opportunity system.
Deployment: retail, campuses, municipalities
Airport ground-operations energy recovery
Mobility × Energy × Built
Ground equipment, building systems, charging, waste energy, and operating windows create non-obvious infrastructure opportunities.
Potential buyers: airports, airlines, operators
Human capability navigation
People × Compute × Experience
Complex opportunity systems need a way to translate technical requirements into understandable roles, participation paths, and team configurations.
Product class: augmented intelligence / navigation
Complementary IP bundle formation
Research × Materials × Energy
Single patents may be incomplete commercially; complementary technologies can produce a more coherent buyer-facing system.
Pathway: multi-party license / sponsored configuration
Campus living-lab deployment
Built × Energy × Water
University facilities can function as receiving systems for technologies, pilots, student participation, and sponsor-funded deployment.
Deployment: campus operations
Retail refrigeration × grid services
Food × Energy × Compute
Refrigeration loads, controls, storage and market signals may support new flexibility and resilience offerings.
Buyer types: retailers, utilities, aggregators
Carbon-to-product manufacturing pathway
Carbon × Materials × Manufacturing
Captured carbon, conversion technologies, manufacturing inputs, offtake, and plant infrastructure can be configured into a deployable commercial pathway.
Pathway: pilot → offtake → project / venture
Visibility model
Public possibility → evidence-qualified configuration → deployment architecture.
Public surfaces show enough to understand why an opportunity matters. Qualified configurations can add capability classes, missing functions, buyer or sponsor logic, receiving systems, deployment assumptions, and pathway detail. Private work can include exact technologies, source evidence, proprietary graph relationships, economics, counterparties, financing, ownership, and execution architecture.