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Deep Research Systems

Custom research environments built around specific diligence questions and specialized datasets.

  • Research papers
  • Patent intelligence
  • Competitive landscapes
  • Technical evidence
  • Market analysis

Relevant to Investors, Family Offices, Corporate Innovation Teams, Project Developers, Underwriters, Government & Research Organizations, Accelerators & Incubators

The problem

Technical and investment diligence often requires repeating the same research across papers, patents, companies, competitors, markets, and technologies. Each new evaluation starts from scratch even when the questions are the same.

What we built

Custom deep-research systems built around specialized company questions and the collection of patent, startup, technical, and competitive data. Each environment applies a consistent framework and preserves the evidence behind every finding.

Sources

  • Research papers and preprints
  • Patent databases
  • Startup and company databases
  • Competitor websites and technical documentation
  • Market and industry reports

Applications

  • Research papers
  • Patent intelligence
  • Competitive landscapes
  • Technical evidence
  • Market analysis
  • Investment memos
  • Technology assessment

What it enables

  • Run the same diligence framework across every new opportunity
  • Keep findings traceable to the paper, patent, or page they came from
  • Build investment memo sections from structured evidence
  • Answer company-specific questions from patent, startup, and competitor data
Technology assessment
Search across sources
EvidenceTypeRelevance
Peer-reviewed performance studyPaper4 of 4
Core process patent familyPatent4 of 4
Competing approach, pilot scaleCompetitor3 of 4
Independent field trial reportEvidence3 of 4
Adjacent market sizingMarket2 of 4
Prior art, expiredPatent1 of 4

Schematic view of the system interface.

More systems

Funding opportunities
Search across sources
OpportunityAgencyFit
Industrial decarbonization pilotsEnergy4 of 4
Advanced materials for grid resilienceEnergy4 of 4
Water reuse and treatment technologiesEnvironment3 of 4
Rural infrastructure modernizationAgriculture2 of 4

Government Funding Intelligence

A searchable system for identifying and matching funding opportunities across government agencies.

  • Grant discovery
  • Opportunity scoring
  • Semantic search
  • Technology matching
  • Monitoring and alerts
Utility signals
Search across sources
SignalCategoryStrength
Wildfire mitigation plan updatePlanning4 of 4
LiDAR inspection program expansionInspection4 of 4
Vegetation management budget increaseBudget3 of 4
Pole and conductor inspection RFPProcurement3 of 4

Utility Market Intelligence

A research system for finding commercial signals across utility plans, filings, procurement sources, and infrastructure documents.

  • Account research
  • RFP monitoring
  • Competitor identification
  • Infrastructure signals
  • Budget and deployment intelligence
Facility prioritization
Search across sources
FacilityIndicatorPriority
Regional treatment plant, coastal districtCompliance issue4 of 4
Municipal facility, high flow capacityCapacity4 of 4
County plant, growing service populationPopulation3 of 4
Industrial pretreatment facilityOperations2 of 4

Water Infrastructure Intelligence

A system combining public facility, compliance, operational, geographic, and competitive data to identify commercial opportunities.

  • Customer discovery
  • Facility intelligence
  • Compliance data
  • Market mapping
  • Account prioritization

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